Bump version

* Update Dockerfile.win

* Update Dockerfile.dockcross

* Update Dockerfile.manylinux

* Update Dockerfile.dockcross-manylinux

* Update Dockerfile.manylinux-mkl

* Update Dockerfile.win32

* Update build-vosk.sh

CMakeLists.txt

@@ -0,0 +1,20 @@
+cmake_minimum_required(VERSION 3.13)
+project(vosk-api CXX)
+
+set(CMAKE_CXX_STANDARD 17)
+set(CMAKE_CXX_EXTENSIONS OFF)
+
+add_library(vosk
+  src/language_model.cc
+  src/model.cc
+  src/recognizer.cc
+  src/spk_model.cc
+  src/vosk_api.cc
+)
+
+find_package(kaldi REQUIRED)
+target_link_libraries(vosk PUBLIC kaldi-base kaldi-online2 kaldi-rnnlm fstngram)
+
+include(GNUInstallDirs)
+install(TARGETS vosk DESTINATION ${CMAKE_INSTALL_LIBDIR})
+install(FILES src/vosk_api.h DESTINATION ${CMAKE_INSTALL_INCLUDEDIR})

README.md

@@ -4,14 +4,15 @@ Vosk is an offline open source speech recognition toolkit. It enables
 speech recognition for 20+ languages and dialects - English, Indian
 English, German, French, Spanish, Portuguese, Chinese, Russian, Turkish,
 Vietnamese, Italian, Dutch, Catalan, Arabic, Greek, Farsi, Filipino,
-Ukrainian, Kazakh, Swedish, Japanese, Esperanto, Hindi, Czech. More to come.
+Ukrainian, Kazakh, Swedish, Japanese, Esperanto, Hindi, Czech, Polish.
+More to come.
 
 Vosk models are small (50 Mb) but provide continuous large vocabulary
 transcription, zero-latency response with streaming API, reconfigurable
 vocabulary and speaker identification.
 
 Speech recognition bindings implemented for various programming languages
-like Python, Java, Node.JS, C#, C++ and others.
+like Python, Java, Node.JS, C#, C++, Rust, Go and others.
 
 Vosk supplies speech recognition for chatbots, smart home appliances,
 virtual assistants. It can also create subtitles for movies,

android/build.gradle

@@ -4,62 +4,50 @@ buildscript {
         mavenCentral()
     }
     dependencies {
-        classpath 'com.android.tools.build:gradle:4.2.0'
-        classpath 'com.vanniktech:gradle-maven-publish-plugin:0.18.0'
+        classpath 'com.android.tools.build:gradle:7.4.0'
+        classpath 'com.vanniktech:gradle-maven-publish-plugin:0.24.0'
     }
 }
 
 allprojects {
-    version = '0.3.42'
+    version = '0.3.50'
 }
 
 subprojects {
 
     apply plugin: 'com.android.library'
-    apply plugin: 'maven-publish'
     apply plugin: 'com.vanniktech.maven.publish'
 
-    plugins.withId('com.vanniktech.maven.publish') {
-        mavenPublish {
-            group = 'com.alphacephei'
-            version = version
-            sonatypeHost = 's01'
-            androidVariantToPublish = 'release'
-        }
-    }
-
     repositories {
         google()
         mavenCentral()
     }
 
-    publishing {
-        publications {
-            aar(MavenPublication) {
-                groupId 'com.alphacephei'
-                version version
-                pom {
-                    url = 'http://www.alphacephei.com.com/vosk/'
-                    licenses {
-                        license {
-                            name = 'The Apache License, Version 2.0'
-                            url = 'http://www.apache.org/licenses/LICENSE-2.0.txt'
-                        }
-                    }
-                    developers {
-                        developer {
-                            id = 'com.alphacephei'
-                            name = 'Alpha Cephei Inc'
-                            email = 'contact@alphacephei.com'
-                        }
-                    }
-                    scm {
-                        connection = 'scm:git:git://github.com/alphacep/vosk-api.git'
-                        url = 'https://github.com/alphacep/vosk-api/'
-                    }
+    mavenPublishing {
+        publishToMavenCentral(com.vanniktech.maven.publish.SonatypeHost.S01, false)
+        signAllPublications()
+    }
+
+    mavenPublishing {
+        pom {
+            url = 'http://www.alphacephei.com.com/vosk/'
+            licenses {
+                license {
+                    name = 'The Apache License, Version 2.0'
+                    url = 'http://www.apache.org/licenses/LICENSE-2.0.txt'
                 }
             }
+            developers {
+                developer {
+                    id = 'com.alphacephei'
+                    name = 'Alpha Cephei Inc'
+                    email = 'contact@alphacephei.com'
+                }
+            }
+            scm {
+                connection = 'scm:git:git://github.com/alphacep/vosk-api.git'
+                url = 'https://github.com/alphacep/vosk-api/'
+            }
         }
     }
-
 }

android/lib/build-vosk.sh

@@ -118,7 +118,7 @@ CXX=$CXX AR=$AR RANLIB=$RANLIB CXXFLAGS="$ARCHFLAGS -O3 -DFST_NO_DYNAMIC_LINKING
     --fst-root=${WORKDIR}/local --fst-version=${OPENFST_VERSION}
 make -j 8 depend
 cd $WORKDIR/kaldi/src
-make -j 8 online2 lm rnnlm
+make -j 8 online2 rnnlm
 
 # Vosk-api
 cd $WORKDIR

android/lib/build.gradle

@@ -3,14 +3,15 @@ def pomName = "Vosk Android"
 def pomDescription = "Vosk speech recognition library for Android"
 
 android {
-    compileSdkVersion 29
+    namespace 'org.vosk'
+    compileSdkVersion 33
     defaultConfig {
         minSdkVersion 21
-        targetSdkVersion 29
-        versionCode 6
+        targetSdkVersion 33
+        versionCode 10
         versionName = version
         archivesBaseName = archiveName
-        ndkVersion = "22.1.7171670"
+        ndkVersion = "25.2.9519653"
     }
     compileOptions {
         sourceCompatibility JavaVersion.VERSION_1_8
@@ -24,32 +25,15 @@ task buildVosk(type: Exec) {
 }
 
 dependencies {
-    api 'net.java.dev.jna:jna:4.4.0@aar'
+    api 'net.java.dev.jna:jna:5.13.0@aar'
 }
 
 //preBuild.dependsOn buildVosk
 
-publishing {
-    publications {
-        aar(MavenPublication) {
-            artifactId = archiveName
-            artifact("$buildDir/outputs/aar/$archiveName-release.aar")
-            pom {
-                name = pomName
-                description = pomDescription
-            }
-            //generate pom nodes for dependencies
-            pom.withXml {
-                def dependenciesNode = asNode().appendNode('dependencies')
-                configurations.implementation.allDependencies.each { dependency ->
-                    if (dependency.name != 'unspecified') {
-                        def dependencyNode = dependenciesNode.appendNode('dependency')
-                        dependencyNode.appendNode('groupId', dependency.group)
-                        dependencyNode.appendNode('artifactId', dependency.name)
-                        dependencyNode.appendNode('version', dependency.version)
-                    }
-                }
-            }
-        }
+mavenPublishing {
+    coordinates("com.alphacephei", archiveName, version)
+    pom {
+        name = pomName
+        description = pomDescription
     }
 }

android/lib/src/main/AndroidManifest.xml

@@ -1,3 +1,3 @@
 <?xml version="1.0" encoding="utf-8"?>
-<manifest xmlns:android="http://schemas.android.com/apk/res/android" package="org.vosk">
+<manifest>
 </manifest>

android/lib/src/main/java/org/vosk/LibVosk.java

@@ -52,10 +52,20 @@ public class LibVosk {
 
     public static native String vosk_recognizer_partial_result(Pointer recognizer);
 
+    public static native void vosk_recognizer_set_grm(Pointer recognizer, String grammar);
+
     public static native void vosk_recognizer_reset(Pointer recognizer);
 
     public static native void vosk_recognizer_free(Pointer recognizer);
 
+    /**
+     * Set log level for Kaldi messages.
+     *
+     *  @param loglevel the level
+     *     0 - default value to print info and error messages but no debug
+     *     less than 0 - don't print info messages
+     *     greater than 0 - more verbose mode
+     */
     public static void setLogLevel(LogLevel loglevel) {
         vosk_set_log_level(loglevel.getValue());
     }

android/lib/src/main/java/org/vosk/Model.java

@@ -1,13 +1,18 @@
 package org.vosk;
 
+import java.io.IOException;
 import com.sun.jna.PointerType;
 
 public class Model extends PointerType implements AutoCloseable {
     public Model() {
     }
 
-    public Model(String path) {
+    public Model(String path) throws IOException {
         super(LibVosk.vosk_model_new(path));
+
+        if (getPointer() == null) {
+            throw new IOException("Failed to create a model");
+        }
     }
 
     @Override

android/lib/src/main/java/org/vosk/Recognizer.java

@@ -1,36 +1,163 @@
 package org.vosk;
 
 import com.sun.jna.PointerType;
+import java.io.IOException;
 
 public class Recognizer extends PointerType implements AutoCloseable {
-    public Recognizer(Model model, float sampleRate) {
+    /**
+     * Creates the recognizer object.
+     *
+     * The recognizers process the speech and return text using shared model data
+     * @param model       VoskModel containing static data for recognizer. Model can be
+     *                    shared across recognizers, even running in different threads.
+     * @param sampleRate The sample rate of the audio you are going to feed into the recognizer.
+     *                    Make sure this rate matches the audio content, it is a common
+     *                    issue causing accuracy problems.
+     * @throws IOException if the recognizer could not be created
+     */
+    public Recognizer(Model model, float sampleRate) throws IOException {
         super(LibVosk.vosk_recognizer_new(model, sampleRate));
+
+        if (getPointer() == null) {
+            throw new IOException("Failed to create a recognizer");
+        }
     }
 
-    public Recognizer(Model model, float sampleRate, SpeakerModel spkModel) {
+    /**
+     * Creates the recognizer object with speaker recognition.
+     *
+     *  With the speaker recognition mode the recognizer not just recognize
+     *  text but also return speaker vectors one can use for speaker identification
+     *
+     *  @param model       VoskModel containing static data for recognizer. Model can be
+     *                     shared across recognizers, even running in different threads.
+     *  @param sampleRate The sample rate of the audio you are going to feed into the recognizer.
+     *                     Make sure this rate matches the audio content, it is a common
+     *                     issue causing accuracy problems.
+     *  @param spkModel speaker model for speaker identification
+     *  @throws IOException if the recognizer could not be created
+     */
+    public Recognizer(Model model, float sampleRate, SpeakerModel spkModel) throws IOException {
         super(LibVosk.vosk_recognizer_new_spk(model.getPointer(), sampleRate, spkModel.getPointer()));
+
+        if (getPointer() == null) {
+            throw new IOException("Failed to create a recognizer");
+        }
     }
 
-    public Recognizer(Model model, float sampleRate, String grammar) {
+    /**
+     * Creates the recognizer object with the phrase list.
+     *
+     *  Sometimes when you want to improve recognition accuracy and when you don't need
+     *  to recognize large vocabulary you can specify a list of phrases to recognize. This
+     *  will improve recognizer speed and accuracy but might return [unk] if user said
+     *  something different.
+     *
+     *  Only recognizers with lookahead models support this type of quick configuration.
+     *  Precompiled HCLG graph models are not supported.
+     *
+     *  @param model       VoskModel containing static data for recognizer. Model can be
+     *                     shared across recognizers, even running in different threads.
+     *  @param sampleRate The sample rate of the audio you are going to feed into the recognizer.
+     *                     Make sure this rate matches the audio content, it is a common
+     *                     issue causing accuracy problems.
+     *  @param grammar The string with the list of phrases to recognize as JSON array of strings,
+     *                 for example "["one two three four five", "[unk]"]".
+     *  @throws IOException if the recognizer could not be created
+     */
+    public Recognizer(Model model, float sampleRate, String grammar) throws IOException {
         super(LibVosk.vosk_recognizer_new_grm(model.getPointer(), sampleRate, grammar));
+
+        if (getPointer() == null) {
+            throw new IOException("Failed to create a recognizer");
+        }
     }
 
+    /**
+     * Configures recognizer to output n-best results.
+     *
+     * <pre>
+     *   {
+     *      "alternatives": [
+     *          { "text": "one two three four five", "confidence": 0.97 },
+     *          { "text": "one two three for five", "confidence": 0.03 },
+     *      ]
+     *   }
+     * </pre>
+     *
+     * @param maxAlternatives - maximum alternatives to return from recognition results
+     */
     public void setMaxAlternatives(int maxAlternatives) {
         LibVosk.vosk_recognizer_set_max_alternatives(this.getPointer(), maxAlternatives);
     }
 
+    /** Enables words with times in the output
+     *
+     * <pre>
+     *   "result" : [{
+     *       "conf" : 1.000000,
+     *       "end" : 1.110000,
+     *       "start" : 0.870000,
+     *       "word" : "what"
+     *     }, {
+     *       "conf" : 1.000000,
+     *       "end" : 1.530000,
+     *       "start" : 1.110000,
+     *       "word" : "zero"
+     *     }, {
+     *       "conf" : 1.000000,
+     *       "end" : 1.950000,
+     *       "start" : 1.530000,
+     *       "word" : "zero"
+     *     }, {
+     *       "conf" : 1.000000,
+     *       "end" : 2.340000,
+     *       "start" : 1.950000,
+     *       "word" : "zero"
+     *     }, {
+     *       "conf" : 1.000000,
+     *       "end" : 2.610000,
+     *       "start" : 2.340000,
+     *       "word" : "one"
+     *     }],
+     * </pre>
+     *
+     * @param words - boolean value
+     */
     public void setWords(boolean words) {
         LibVosk.vosk_recognizer_set_words(this.getPointer(), words);
     }
 
+    /**
+     * Like above return words and confidences in partial results.
+     *
+     * @param partial_words - boolean value
+     */
     public void setPartialWords(boolean partial_words) {
         LibVosk.vosk_recognizer_set_partial_words(this.getPointer(), partial_words);
     }
 
+    /**
+     * Adds speaker model to already initialized recognizer.
+     *
+     * Can add speaker recognition model to already created recognizer.
+     * Helps to initialize speaker recognition for grammar-based recognizer.
+     *
+     * @param spkModel Speaker recognition model
+     */
     public void setSpeakerModel(SpeakerModel spkModel) {
         LibVosk.vosk_recognizer_set_spk_model(this.getPointer(), spkModel.getPointer());
     }
 
+    /**
+     * Accept and process new chunk of voice data.
+     *
+     *  @param data - audio data in PCM 16-bit mono format
+     *  @param len - length of the audio data
+     *  @return 1 if silence is occurred and you can retrieve a new utterance with result method
+     *           0 if decoding continues
+     *           -1 if exception occurred
+     */
     public boolean acceptWaveForm(byte[] data, int len) {
         return LibVosk.vosk_recognizer_accept_waveform(this.getPointer(), data, len);
     }
@@ -43,22 +170,76 @@ public class Recognizer extends PointerType implements AutoCloseable {
         return LibVosk.vosk_recognizer_accept_waveform_f(this.getPointer(), data, len);
     }
 
+    /**
+     * Returns speech recognition result
+     *
+     * @return the result in JSON format which contains decoded line, decoded
+     *          words, times in seconds and confidences. You can parse this result
+     *          with any json parser
+     *
+     * <pre>
+     *  {
+     *    "text" : "what zero zero zero one"
+     *  }
+     * </pre>
+     *
+     * If alternatives enabled it returns result with alternatives, see also #setMaxAlternatives().
+     *
+     * If word times enabled returns word time, see also #setWordTimes().
+     */
     public String getResult() {
         return LibVosk.vosk_recognizer_result(this.getPointer());
     }
 
+    /**
+     * Returns partial speech recognition.
+     *
+     * @return partial speech recognition text which is not yet finalized.
+     *          result may change as recognizer process more data.
+     *
+     * <pre>
+     * {
+     *    "partial" : "cyril one eight zero"
+     * }
+     * </pre>
+     */
     public String getPartialResult() {
         return LibVosk.vosk_recognizer_partial_result(this.getPointer());
     }
 
+    /**
+     * Returns speech recognition result. Same as result, but doesn't wait for silence.
+     *  You usually call it in the end of the stream to get final bits of audio. It
+     *  flushes the feature pipeline, so all remaining audio chunks got processed.
+     *
+     *  @return speech result in JSON format.
+     */
     public String getFinalResult() {
         return LibVosk.vosk_recognizer_final_result(this.getPointer());
     }
 
+    /**
+     * Reconfigures recognizer to use grammar.
+     *
+     * @param grammar      Set of phrases in JSON array of strings or "[]" to use default model graph.
+     * @see #Recognizer(Model, float, String)
+     */
+    public void setGrammar(String grammar) {
+        LibVosk.vosk_recognizer_set_grm(this.getPointer(), grammar);
+    }
+
+    /**
+     * Resets the recognizer.
+     * Resets current results so the recognition can continue from scratch.
+     */
     public void reset() {
         LibVosk.vosk_recognizer_reset(this.getPointer());
     }
 
+    /**
+     * Releases recognizer object.
+     * Underlying model is also unreferenced and if needed, released.
+     */
     @Override
     public void close() {
         LibVosk.vosk_recognizer_free(this.getPointer());

android/lib/src/main/java/org/vosk/SpeakerModel.java

@@ -1,13 +1,36 @@
 package org.vosk;
 
 import com.sun.jna.PointerType;
+import java.io.IOException;
 
+/**
+ * Helps to initialize speaker recognition for grammar-based recognizer.
+ */
 public class SpeakerModel extends PointerType implements AutoCloseable {
     public SpeakerModel() {
     }
 
-    public SpeakerModel(String path) {
+    /**
+     * Loads speaker model data from the file.
+     *
+     * The path must contain:
+     * - a config file: mfcc.conf
+     * - kaldi nnet: final.ext.raw
+     * - mean.vec
+     * - transform.mat
+     *
+     * @param path the path of the model on the filesystem
+     * @throws IOException if the model could not be created
+     *
+     * @see <a href="http://kaldi-asr.org/doc/structkaldi_1_1MfccOptions.html">Kaldi MfccOptions</a>
+     * @see <a href="http://kaldi-asr.org/doc/classkaldi_1_1nnet3_1_1Nnet.html">Kaldi Nnet</a>
+     */
+    public SpeakerModel(String path) throws IOException {
         super(LibVosk.vosk_spk_model_new(path));
+
+        if (getPointer() == null) {
+            throw new IOException("Failed to create a speaker model");
+        }
     }
 
     @Override

android/lib/src/main/java/org/vosk/android/SpeechService.java

@@ -19,9 +19,9 @@ import android.media.AudioRecord;
 import android.media.MediaRecorder.AudioSource;
 import android.os.Handler;
 import android.os.Looper;
+import android.annotation.SuppressLint;
 
 import org.vosk.Recognizer;
-
 import java.io.IOException;
 
 /**
@@ -48,6 +48,7 @@ public class SpeechService {
      *
      * @throws IOException thrown if audio recorder can not be created for some reason.
      */
+    @SuppressLint("MissingPermission")
     public SpeechService(Recognizer recognizer, float sampleRate) throws IOException {
         this.recognizer = recognizer;
         this.sampleRate = (int) sampleRate;

android/model-en/build.gradle

@@ -3,11 +3,12 @@ def pomName = "Vosk English Model"
 def pomDescription = "Small English model for Android"
 
 android {
-    compileSdkVersion 29
+    namespace "org.vosk"
+    compileSdkVersion 33
     defaultConfig {
         minSdkVersion 21
-        targetSdkVersion 29
-        versionCode 6
+        targetSdkVersion 33
+        versionCode 10
         versionName = version
         archivesBaseName = archiveName
     }
@@ -33,15 +34,10 @@ tasks.register('genUUID') {
 
 preBuild.dependsOn(genUUID)
 
-publishing {
-    publications {
-        aar(MavenPublication) {
-            artifactId = archiveName
-            artifact("$buildDir/outputs/aar/$archiveName-release.aar")
-            pom {
-                name = pomName
-                description = pomDescription
-            }
-        }
+mavenPublishing {
+    coordinates("com.alphacephei", archiveName, version)
+    pom {
+        name = pomName
+        description = pomDescription
     }
 }

android/model-en/src/main/AndroidManifest.xml

@@ -1,3 +1,2 @@
-<manifest xmlns:android="http://schemas.android.com/apk/res/android"
-    package="org.vosk.model.en">
+<manifest>
 </manifest>

csharp/demo/VoskDemo.csproj

@@ -11,7 +11,7 @@
   </PropertyGroup>
 
   <ItemGroup>
-    <PackageReference Include="Vosk" Version="0.3.42" />
+    <PackageReference Include="Vosk" Version="0.3.50" />
   </ItemGroup>
 
 </Project>

csharp/nuget/Vosk.nuspec

@@ -2,7 +2,7 @@
 <package>
   <metadata>
     <id>Vosk</id>
-    <version>0.3.42</version>
+    <version>0.3.50</version>
     <authors>Alpha Cephei Inc</authors>
     <owners>Alpha Cephei Inc</owners>
     <license type="expression">Apache-2.0</license>

csharp/nuget/src/BatchModel.cs

@@ -0,0 +1,55 @@
+using System;
+
+namespace Vosk
+{
+    public class BatchModel : global::System.IDisposable
+    {
+        private global::System.Runtime.InteropServices.HandleRef handle;
+
+        internal BatchModel(global::System.IntPtr cPtr)
+        {
+            handle = new global::System.Runtime.InteropServices.HandleRef(this, cPtr);
+        }
+
+        internal static global::System.Runtime.InteropServices.HandleRef getCPtr(BatchModel obj)
+        {
+            return (obj == null) ? new global::System.Runtime.InteropServices.HandleRef(null, global::System.IntPtr.Zero) : obj.handle;
+        }
+
+        ~BatchModel()
+        {
+            Dispose(false);
+        }
+
+        public void Dispose()
+        {
+            Dispose(true);
+            global::System.GC.SuppressFinalize(this);
+        }
+
+        protected virtual void Dispose(bool disposing)
+        {
+            lock (this)
+            {
+                if (handle.Handle != global::System.IntPtr.Zero)
+                {
+                    VoskPINVOKE.delete_BatchModel(handle);
+                    handle = new global::System.Runtime.InteropServices.HandleRef(null, global::System.IntPtr.Zero);
+                }
+            }
+        }
+
+        public BatchModel(string model_path) : this(VoskPINVOKE.new_BatchModel(model_path))
+        {
+        }
+
+        public void WaitForCompletion()
+        {
+            if (handle.Handle != global::System.IntPtr.Zero)
+            {
+                VoskPINVOKE.wait_BatchModel(handle);
+            }
+        }
+    }
+
+}

csharp/nuget/src/VoskBatchRecognizer.cs

@@ -0,0 +1,88 @@
+using System;
+
+namespace Vosk
+{
+    public class VoskBatchRecognizer : System.IDisposable
+    {
+        private System.Runtime.InteropServices.HandleRef handle;
+
+        internal VoskBatchRecognizer(System.IntPtr cPtr)
+        {
+            handle = new System.Runtime.InteropServices.HandleRef(this, cPtr);
+        }
+
+        internal static System.Runtime.InteropServices.HandleRef getCPtr(VoskBatchRecognizer obj)
+        {
+            return (obj == null) ? new System.Runtime.InteropServices.HandleRef(null, System.IntPtr.Zero) : obj.handle;
+        }
+
+        ~VoskBatchRecognizer()
+        {
+            Dispose(false);
+        }
+
+        public void Dispose()
+        {
+            Dispose(true);
+            System.GC.SuppressFinalize(this);
+        }
+
+        protected virtual void Dispose(bool disposing)
+        {
+            lock (this)
+            {
+                if (handle.Handle != System.IntPtr.Zero)
+                {
+                    VoskPINVOKE.delete_VoskBatchRecognizer(handle);
+                    handle = new System.Runtime.InteropServices.HandleRef(null, System.IntPtr.Zero);
+                }
+            }
+        }
+
+        public VoskBatchRecognizer(BatchModel model, float sample_rate) : this(VoskPINVOKE.new_VoskBatchRecognizer(BatchModel.getCPtr(model), sample_rate))
+        {
+        }
+
+        public bool AcceptWaveform(byte[] data, int len)
+        {
+            return VoskPINVOKE.VoskBatchRecognizer_AcceptWaveform(handle, data, len);
+        }
+
+        private static string PtrToStringUTF8(System.IntPtr ptr)
+        {
+            int len = 0;
+            while (System.Runtime.InteropServices.Marshal.ReadByte(ptr, len) != 0)
+                len++;
+            byte[] array = new byte[len];
+            System.Runtime.InteropServices.Marshal.Copy(ptr, array, 0, len);
+            return System.Text.Encoding.UTF8.GetString(array);
+        }
+
+        public string FrontResult()
+        {
+            return PtrToStringUTF8(VoskPINVOKE.VoskBatchRecognizer_FrontResult(handle));
+        }
+
+        public string Result()
+        {
+            string result = PtrToStringUTF8(VoskPINVOKE.VoskBatchRecognizer_FrontResult(handle));
+            VoskPINVOKE.VoskBatchRecognizer_Pop(handle);
+            return result;
+        }
+
+        public int GetNumPendingChunks()
+        {
+            return VoskPINVOKE.VoskBatchRecognizer_GetPendingChunks(handle);
+        }
+
+        public void FinishStream()
+        {
+            VoskPINVOKE.VoskBatchRecognizer_FinishStream(handle);
+        }
+
+        public void SetNLSML(bool nlsml)
+        {
+            VoskPINVOKE.VoskBatchRecognizer_SetNLSML(handle, Convert.ToInt32(nlsml));
+        }
+    }
+}

csharp/nuget/src/VoskPINVOKE.cs

@@ -73,6 +73,41 @@ class VoskPINVOKE {
 
   [global::System.Runtime.InteropServices.DllImport("libvosk", EntryPoint="vosk_gpu_thread_init")]
   public static extern void GpuThreadInit();
-}
+
+  [global::System.Runtime.InteropServices.DllImport("libvosk", EntryPoint = "vosk_batch_model_new")]
+  public static extern global::System.IntPtr new_BatchModel(string jarg1);
+
+  [global::System.Runtime.InteropServices.DllImport("libvosk", EntryPoint = "vosk_batch_model_free")]
+  public static extern void delete_BatchModel(global::System.Runtime.InteropServices.HandleRef jarg1);
+
+  [global::System.Runtime.InteropServices.DllImport("libvosk", EntryPoint = "vosk_batch_model_wait")]
+  public static extern void wait_BatchModel(global::System.Runtime.InteropServices.HandleRef jarg1);
+
+  [global::System.Runtime.InteropServices.DllImport("libvosk", EntryPoint = "vosk_batch_recognizer_new")]
+  public static extern global::System.IntPtr new_VoskBatchRecognizer(global::System.Runtime.InteropServices.HandleRef jarg1, float jarg2);
+
+  [global::System.Runtime.InteropServices.DllImport("libvosk", EntryPoint = "vosk_batch_recognizer_free")]
+  public static extern void delete_VoskBatchRecognizer(global::System.Runtime.InteropServices.HandleRef jarg1);
+
+  [global::System.Runtime.InteropServices.DllImport("libvosk", EntryPoint = "vosk_batch_recognizer_accept_waveform")]
+  public static extern bool VoskBatchRecognizer_AcceptWaveform(global::System.Runtime.InteropServices.HandleRef jarg1, [global::System.Runtime.InteropServices.In, global::System.Runtime.InteropServices.MarshalAs(global::System.Runtime.InteropServices.UnmanagedType.LPArray)] byte[] jarg2, int jarg3);
+
+  [global::System.Runtime.InteropServices.DllImport("libvosk", EntryPoint = "vosk_batch_recognizer_set_nlsml")]
+  public static extern void VoskBatchRecognizer_SetNLSML(global::System.Runtime.InteropServices.HandleRef jarg1, int jarg2);
+
+  [global::System.Runtime.InteropServices.DllImport("libvosk", EntryPoint = "vosk_batch_recognizer_finish_stream")]
+  public static extern void VoskBatchRecognizer_FinishStream(global::System.Runtime.InteropServices.HandleRef jarg1);
+
+  [global::System.Runtime.InteropServices.DllImport("libvosk", EntryPoint = "vosk_batch_recognizer_front_result")]
+  public static extern global::System.IntPtr VoskBatchRecognizer_FrontResult(global::System.Runtime.InteropServices.HandleRef jarg1);
+
+  [global::System.Runtime.InteropServices.DllImport("libvosk", EntryPoint = "vosk_batch_recognizer_pop")]
+  public static extern void VoskBatchRecognizer_Pop(global::System.Runtime.InteropServices.HandleRef jarg1);
+
+  [global::System.Runtime.InteropServices.DllImport("libvosk", EntryPoint = "vosk_batch_recognizer_get_pending_chunks")]
+  public static extern int VoskBatchRecognizer_GetPendingChunks(global::System.Runtime.InteropServices.HandleRef jarg1);
+
+
+    }
 
 }

go/README.md

@@ -0,0 +1 @@
+See example subfolder for instructions how to use the module

go/example/README.md

@@ -0,0 +1,31 @@
+To try this package do the following steps:
+
+On Linux (we download library and set LD_LIBRARY_PATH)
+
+```
+git clone https://github.com/alphacep/vosk-api
+cd vosk-api/go/example
+wget https://github.com/alphacep/vosk-api/releases/download/v0.3.45/vosk-linux-x86_64-0.3.45.zip
+unzip vosk-linux-x86_64-0.3.45.zip
+wget https://alphacephei.com/vosk/models/vosk-model-small-en-us-0.15.zip
+unzip vosk-model-small-en-us-0.15.zip
+mv vosk-model-small-en-us-0.15 model
+cp ../../python/example/test.wav .
+VOSK_PATH=`pwd`/vosk-linux-x86_64-0.3.45 LD_LIBRARY_PATH=$VOSK_PATH CGO_CPPFLAGS="-I $VOSK_PATH" CGO_LDFLAGS="-L $VOSK_PATH" go run . -f test.wav
+```
+
+for Windows (we place DLLs in current folder where linker finds them):
+
+```
+git clone https://github.com/alphacep/vosk-api
+cd vosk-api/go/example
+wget https://github.com/alphacep/vosk-api/releases/download/v0.3.45/vosk-linux-x86_64-0.3.45.zip
+unzip vosk-linux-x86_64-0.3.45.zip
+cp vosk-linux-x86_64-0.3.45/*.dll .
+cp vosk-linux-x86_64-0.3.45/*.h .
+wget https://alphacephei.com/vosk/models/vosk-model-small-en-us-0.15.zip
+unzip vosk-model-small-en-us-0.15.zip
+mv vosk-model-small-en-us-0.15 model
+cp ../../python/example/test.wav .
+VOSK_PATH=`pwd` LD_LIBRARY_PATH=$VOSK_PATH CGO_CPPFLAGS="-I $VOSK_PATH" CGO_LDFLAGS="-L $VOSK_PATH -lvosk -lpthread -dl" go run . -f test.wav
+```

go/example/doc.go

@@ -1,2 +1,2 @@
 // Example package for Vosk Go bindings.
-package test_simple
+package main

go/example/test_simple.go

@@ -1,7 +1,7 @@
 package main
 
 import (
-	"bufio"
+	"encoding/json"
 	"flag"
 	"fmt"
 	"io"
@@ -21,6 +21,9 @@ func main() {
 		log.Fatal(err)
 	}
 
+	// we can check if word is in the vocabulary
+	// fmt.Println(model.FindWord("air"))
+
 	sampleRate := 16000.0
 	rec, err := vosk.NewRecognizer(model, sampleRate)
 	if err != nil {
@@ -34,11 +37,10 @@ func main() {
 	}
 	defer file.Close()
 
-	reader := bufio.NewReader(file)
 	buf := make([]byte, 4096)
 
 	for {
-		_, err := reader.Read(buf)
+		_, err := file.Read(buf)
 		if err != nil {
 			if err != io.EOF {
 				log.Fatal(err)
@@ -48,9 +50,12 @@ func main() {
 		}
 
 		if rec.AcceptWaveform(buf) != 0 {
-			fmt.Println(string(rec.Result()))
+			fmt.Println(rec.Result())
 		}
 	}
 
-	fmt.Println(string(rec.FinalResult()))
+	// Unmarshal example for final result
+	var jres map[string]interface{}
+	json.Unmarshal([]byte(rec.FinalResult()), &jres)
+	fmt.Println(jres["text"])
 }

go/vosk.go

@@ -1,10 +1,12 @@
 package vosk
 
 // #cgo CPPFLAGS: -I ${SRCDIR}/../src
-// #cgo LDFLAGS: -L ${SRCDIR}/../src -lvosk -ldl -lpthread
+// #cgo !windows LDFLAGS: -L ${SRCDIR}/../src -lvosk -ldl -lpthread
+// #cgo windows LDFLAGS: -L ${SRCDIR}/../src -lvosk -lpthread
 // #include <stdlib.h>
 // #include <vosk_api.h>
 import "C"
+import "unsafe"
 
 // VoskModel contains a reference to the C VoskModel
 type VoskModel struct {
@@ -13,7 +15,9 @@ type VoskModel struct {
 
 // NewModel creates a new VoskModel instance
 func NewModel(modelPath string) (*VoskModel, error) {
-	internal := C.vosk_model_new(C.CString(modelPath))
+	cmodelPath := C.CString(modelPath)
+	defer C.free(unsafe.Pointer(cmodelPath))
+	internal := C.vosk_model_new(cmodelPath)
 	model := &VoskModel{model: internal}
 	return model, nil
 }
@@ -29,10 +33,10 @@ func freeModel(model *VoskModel) {
 // FindWord checks if a word can be recognized by the model.
 // Returns the word symbol if the word exists inside the model or
 // -1 otherwise.
-func (m *VoskModel) FindWord(word []byte) int {
-	cbuf := C.CBytes(word)
-	defer C.free(cbuf)
-	i := C.vosk_model_find_word(m.model, (*C.char)(cbuf))
+func (m *VoskModel) FindWord(word string) int {
+	cstr := C.CString(word)
+	defer C.free(unsafe.Pointer(cstr))
+	i := C.vosk_model_find_word(m.model, cstr)
 	return int(i)
 }
 
@@ -43,7 +47,9 @@ type VoskSpkModel struct {
 
 // NewSpkModel creates a new VoskSpkModel instance
 func NewSpkModel(spkModelPath string) (*VoskSpkModel, error) {
-	internal := C.vosk_spk_model_new(C.CString(spkModelPath))
+	cspkModelPath := C.CString(spkModelPath)
+	defer C.free(unsafe.Pointer(cspkModelPath))
+	internal := C.vosk_spk_model_new(cspkModelPath)
 	spkModel := &VoskSpkModel{spkModel: internal}
 	return spkModel, nil
 }
@@ -84,10 +90,10 @@ func NewRecognizerSpk(model *VoskModel, sampleRate float64, spkModel *VoskSpkMod
 }
 
 // NewRecognizerGrm creates a new VoskRecognizer instance with the phrase list.
-func NewRecognizerGrm(model *VoskModel, sampleRate float64, grammer []byte) (*VoskRecognizer, error) {
-	cbuf := C.CBytes(grammer)
-	defer C.free(cbuf)
-	internal := C.vosk_recognizer_new_grm(model.model, C.float(sampleRate), (*C.char)(cbuf))
+func NewRecognizerGrm(model *VoskModel, sampleRate float64, grammar string) (*VoskRecognizer, error) {
+	cgrammar := C.CString(grammar)
+	defer C.free(unsafe.Pointer(cgrammar))
+	internal := C.vosk_recognizer_new_grm(model.model, C.float(sampleRate), cgrammar)
 	rec := &VoskRecognizer{rec: internal}
 	return rec, nil
 }
@@ -97,6 +103,13 @@ func (r *VoskRecognizer) SetSpkModel(spkModel *VoskSpkModel) {
 	C.vosk_recognizer_set_spk_model(r.rec, spkModel.spkModel)
 }
 
+// SetGrm sets which phrases to recognize on an already initialized recognizer.
+func (r *VoskRecognizer) SetGrm(grammar string) {
+	cgrammar := C.CString(grammar)
+	defer C.free(unsafe.Pointer(cgrammar))
+	C.vosk_recognizer_set_grm(r.rec, cgrammar)
+}
+
 // SetMaxAlternatives configures the recognizer to output n-best results.
 func (r *VoskRecognizer) SetMaxAlternatives(maxAlternatives int) {
 	C.vosk_recognizer_set_max_alternatives(r.rec, C.int(maxAlternatives))
@@ -107,6 +120,11 @@ func (r *VoskRecognizer) SetWords(words int) {
 	C.vosk_recognizer_set_words(r.rec, C.int(words))
 }
 
+// SetPartialWords enables words with times in the partial ouput.
+func (r *VoskRecognizer) SetPartialWords(words int) {
+	C.vosk_recognizer_set_partial_words(r.rec, C.int(words))
+}
+
 // AcceptWaveform accepts and processes a new chunk of the voice data.
 func (r *VoskRecognizer) AcceptWaveform(buffer []byte) int {
 	cbuf := C.CBytes(buffer)
@@ -116,19 +134,19 @@ func (r *VoskRecognizer) AcceptWaveform(buffer []byte) int {
 }
 
 // Result returns a speech recognition result.
-func (r *VoskRecognizer) Result() []byte {
-	return []byte(C.GoString(C.vosk_recognizer_result(r.rec)))
+func (r *VoskRecognizer) Result() string {
+	return C.GoString(C.vosk_recognizer_result(r.rec))
 }
 
 // PartialResult returns a partial speech recognition result.
-func (r *VoskRecognizer) PartialResult() []byte {
-	return []byte(C.GoString(C.vosk_recognizer_partial_result(r.rec)))
+func (r *VoskRecognizer) PartialResult() string {
+	return C.GoString(C.vosk_recognizer_partial_result(r.rec))
 }
 
 // FinalResult returns a speech recognition result. Same as result, but doesn't wait
 // for silence.
-func (r *VoskRecognizer) FinalResult() []byte {
-	return []byte(C.GoString(C.vosk_recognizer_final_result(r.rec)))
+func (r *VoskRecognizer) FinalResult() string {
+	return C.GoString(C.vosk_recognizer_final_result(r.rec))
 }
 
 // Reset resets the recognizer.

java/demo/build.gradle

@@ -11,6 +11,5 @@ repositories {
 }
 
 dependencies {
-    implementation group: 'net.java.dev.jna', name: 'jna', version: '5.7.0'
-    implementation group: 'com.alphacephei', name: 'vosk', version: '0.3.42+'
+    implementation group: 'com.alphacephei', name: 'vosk', version: '0.3.50'
 }

java/lib/build.gradle

@@ -16,7 +16,7 @@ repositories {
 
 archivesBaseName = 'vosk'
 group = 'com.alphacephei'
-version = '0.3.42'
+version = '0.3.50'
 
 mavenPublish {
     group = 'com.alphacephei'
@@ -25,7 +25,7 @@ mavenPublish {
 }
 
 dependencies {
-    api group: 'net.java.dev.jna', name: 'jna', version: '5.7.0'
+    api group: 'net.java.dev.jna', name: 'jna', version: '5.13.0'
     testImplementation 'junit:junit:4.13'
 }
 

java/lib/src/main/java/org/vosk/LibVosk.java

@@ -1,7 +1,6 @@
 package org.vosk;
 
 import com.sun.jna.Native;
-import com.sun.jna.Library;
 import com.sun.jna.Platform;
 import com.sun.jna.Pointer;
 import java.io.File;
@@ -13,8 +12,9 @@ import java.nio.file.StandardCopyOption;
 public class LibVosk {
 
     private static void unpackDll(File targetDir, String lib) throws IOException {
-        InputStream source = LibVosk.class.getResourceAsStream("/win32-x86-64/" + lib + ".dll");
-        Files.copy(source, new File(targetDir, lib + ".dll").toPath(), StandardCopyOption.REPLACE_EXISTING);
+        try (InputStream source = LibVosk.class.getResourceAsStream("/win32-x86-64/" + lib + ".dll")) {
+            Files.copy(source, new File(targetDir, lib + ".dll").toPath(), StandardCopyOption.REPLACE_EXISTING);
+        }
     }
 
     static {
@@ -23,7 +23,7 @@ public class LibVosk {
             // We have to unpack dependencies
             try {
                 // To get a tmp folder we unpack small library and mark it for deletion
-                File tmpFile = Native.extractFromResourcePath("/win32-x86-64/empty");
+                File tmpFile = Native.extractFromResourcePath("/win32-x86-64/empty", LibVosk.class.getClassLoader());
                 File tmpDir = tmpFile.getParentFile();
                 new File(tmpDir, tmpFile.getName() + ".x").createNewFile();
 
@@ -78,10 +78,20 @@ public class LibVosk {
 
     public static native String vosk_recognizer_partial_result(Pointer recognizer);
 
+    public static native void vosk_recognizer_set_grm(Pointer recognizer, String grammar);
+
     public static native void vosk_recognizer_reset(Pointer recognizer);
 
     public static native void vosk_recognizer_free(Pointer recognizer);
 
+    /**
+     * Set log level for Kaldi messages.
+     *
+     *  @param loglevel the level
+     *     0 - default value to print info and error messages but no debug
+     *     less than 0 - don't print info messages
+     *     greater than 0 - more verbose mode
+     */
     public static void setLogLevel(LogLevel loglevel) {
         vosk_set_log_level(loglevel.getValue());
     }

java/lib/src/main/java/org/vosk/Recognizer.java

@@ -4,6 +4,17 @@ import com.sun.jna.PointerType;
 import java.io.IOException;
 
 public class Recognizer extends PointerType implements AutoCloseable {
+    /**
+     * Creates the recognizer object.
+     *
+     * The recognizers process the speech and return text using shared model data
+     * @param model       VoskModel containing static data for recognizer. Model can be
+     *                    shared across recognizers, even running in different threads.
+     * @param sampleRate The sample rate of the audio you are going to feed into the recognizer.
+     *                    Make sure this rate matches the audio content, it is a common
+     *                    issue causing accuracy problems.
+     * @throws IOException if the recognizer could not be created
+     */
     public Recognizer(Model model, float sampleRate) throws IOException {
         super(LibVosk.vosk_recognizer_new(model, sampleRate));
 
@@ -12,30 +23,141 @@ public class Recognizer extends PointerType implements AutoCloseable {
         }
     }
 
-    public Recognizer(Model model, float sampleRate, SpeakerModel spkModel) {
+    /**
+     * Creates the recognizer object with speaker recognition.
+     *
+     *  With the speaker recognition mode the recognizer not just recognize
+     *  text but also return speaker vectors one can use for speaker identification
+     *
+     *  @param model       VoskModel containing static data for recognizer. Model can be
+     *                     shared across recognizers, even running in different threads.
+     *  @param sampleRate The sample rate of the audio you are going to feed into the recognizer.
+     *                     Make sure this rate matches the audio content, it is a common
+     *                     issue causing accuracy problems.
+     *  @param spkModel speaker model for speaker identification
+     *  @throws IOException if the recognizer could not be created
+     */
+    public Recognizer(Model model, float sampleRate, SpeakerModel spkModel) throws IOException {
         super(LibVosk.vosk_recognizer_new_spk(model.getPointer(), sampleRate, spkModel.getPointer()));
+
+        if (getPointer() == null) {
+            throw new IOException("Failed to create a recognizer");
+        }
     }
 
-    public Recognizer(Model model, float sampleRate, String grammar) {
+    /**
+     * Creates the recognizer object with the phrase list.
+     *
+     *  Sometimes when you want to improve recognition accuracy and when you don't need
+     *  to recognize large vocabulary you can specify a list of phrases to recognize. This
+     *  will improve recognizer speed and accuracy but might return [unk] if user said
+     *  something different.
+     *
+     *  Only recognizers with lookahead models support this type of quick configuration.
+     *  Precompiled HCLG graph models are not supported.
+     *
+     *  @param model       VoskModel containing static data for recognizer. Model can be
+     *                     shared across recognizers, even running in different threads.
+     *  @param sampleRate The sample rate of the audio you are going to feed into the recognizer.
+     *                     Make sure this rate matches the audio content, it is a common
+     *                     issue causing accuracy problems.
+     *  @param grammar The string with the list of phrases to recognize as JSON array of strings,
+     *                 for example "["one two three four five", "[unk]"]".
+     *  @throws IOException if the recognizer could not be created
+     */
+    public Recognizer(Model model, float sampleRate, String grammar) throws IOException {
         super(LibVosk.vosk_recognizer_new_grm(model.getPointer(), sampleRate, grammar));
+
+        if (getPointer() == null) {
+            throw new IOException("Failed to create a recognizer");
+        }
     }
 
+    /**
+     * Configures recognizer to output n-best results.
+     *
+     * <pre>
+     *   {
+     *      "alternatives": [
+     *          { "text": "one two three four five", "confidence": 0.97 },
+     *          { "text": "one two three for five", "confidence": 0.03 },
+     *      ]
+     *   }
+     * </pre>
+     *
+     * @param maxAlternatives - maximum alternatives to return from recognition results
+     */
     public void setMaxAlternatives(int maxAlternatives) {
         LibVosk.vosk_recognizer_set_max_alternatives(this.getPointer(), maxAlternatives);
     }
 
+    /** Enables words with times in the output
+     *
+     * <pre>
+     *   "result" : [{
+     *       "conf" : 1.000000,
+     *       "end" : 1.110000,
+     *       "start" : 0.870000,
+     *       "word" : "what"
+     *     }, {
+     *       "conf" : 1.000000,
+     *       "end" : 1.530000,
+     *       "start" : 1.110000,
+     *       "word" : "zero"
+     *     }, {
+     *       "conf" : 1.000000,
+     *       "end" : 1.950000,
+     *       "start" : 1.530000,
+     *       "word" : "zero"
+     *     }, {
+     *       "conf" : 1.000000,
+     *       "end" : 2.340000,
+     *       "start" : 1.950000,
+     *       "word" : "zero"
+     *     }, {
+     *       "conf" : 1.000000,
+     *       "end" : 2.610000,
+     *       "start" : 2.340000,
+     *       "word" : "one"
+     *     }],
+     * </pre>
+     *
+     * @param words - boolean value
+     */
     public void setWords(boolean words) {
         LibVosk.vosk_recognizer_set_words(this.getPointer(), words);
     }
 
+    /**
+     * Like above return words and confidences in partial results.
+     *
+     * @param partial_words - boolean value
+     */
     public void setPartialWords(boolean partial_words) {
         LibVosk.vosk_recognizer_set_partial_words(this.getPointer(), partial_words);
     }
 
+    /**
+     * Adds speaker model to already initialized recognizer.
+     *
+     * Can add speaker recognition model to already created recognizer.
+     * Helps to initialize speaker recognition for grammar-based recognizer.
+     *
+     * @param spkModel Speaker recognition model
+     */
     public void setSpeakerModel(SpeakerModel spkModel) {
         LibVosk.vosk_recognizer_set_spk_model(this.getPointer(), spkModel.getPointer());
     }
 
+    /**
+     * Accept and process new chunk of voice data.
+     *
+     *  @param data - audio data in PCM 16-bit mono format
+     *  @param len - length of the audio data
+     *  @return 1 if silence is occurred and you can retrieve a new utterance with result method
+     *           0 if decoding continues
+     *           -1 if exception occurred
+     */
     public boolean acceptWaveForm(byte[] data, int len) {
         return LibVosk.vosk_recognizer_accept_waveform(this.getPointer(), data, len);
     }
@@ -48,22 +170,76 @@ public class Recognizer extends PointerType implements AutoCloseable {
         return LibVosk.vosk_recognizer_accept_waveform_f(this.getPointer(), data, len);
     }
 
+    /**
+     * Returns speech recognition result
+     *
+     * @return the result in JSON format which contains decoded line, decoded
+     *          words, times in seconds and confidences. You can parse this result
+     *          with any json parser
+     *
+     * <pre>
+     *  {
+     *    "text" : "what zero zero zero one"
+     *  }
+     * </pre>
+     *
+     * If alternatives enabled it returns result with alternatives, see also #setMaxAlternatives().
+     *
+     * If word times enabled returns word time, see also #setWordTimes().
+     */
     public String getResult() {
         return LibVosk.vosk_recognizer_result(this.getPointer());
     }
 
+    /**
+     * Returns partial speech recognition.
+     *
+     * @return partial speech recognition text which is not yet finalized.
+     *          result may change as recognizer process more data.
+     *
+     * <pre>
+     * {
+     *    "partial" : "cyril one eight zero"
+     * }
+     * </pre>
+     */
     public String getPartialResult() {
         return LibVosk.vosk_recognizer_partial_result(this.getPointer());
     }
 
+    /**
+     * Returns speech recognition result. Same as result, but doesn't wait for silence.
+     *  You usually call it in the end of the stream to get final bits of audio. It
+     *  flushes the feature pipeline, so all remaining audio chunks got processed.
+     *
+     *  @return speech result in JSON format.
+     */
     public String getFinalResult() {
         return LibVosk.vosk_recognizer_final_result(this.getPointer());
     }
 
+    /**
+     * Reconfigures recognizer to use grammar.
+     *
+     * @param grammar      Set of phrases in JSON array of strings or "[]" to use default model graph.
+     * @see #Recognizer(Model, float, String)
+     */
+    public void setGrammar(String grammar) {
+        LibVosk.vosk_recognizer_set_grm(this.getPointer(), grammar);
+    }
+
+    /**
+     * Resets the recognizer.
+     * Resets current results so the recognition can continue from scratch.
+     */
     public void reset() {
         LibVosk.vosk_recognizer_reset(this.getPointer());
     }
 
+    /**
+     * Releases recognizer object.
+     * Underlying model is also unreferenced and if needed, released.
+     */
     @Override
     public void close() {
         LibVosk.vosk_recognizer_free(this.getPointer());

java/lib/src/main/java/org/vosk/SpeakerModel.java

@@ -3,10 +3,28 @@ package org.vosk;
 import com.sun.jna.PointerType;
 import java.io.IOException;
 
+/**
+ * Helps to initialize speaker recognition for grammar-based recognizer.
+ */
 public class SpeakerModel extends PointerType implements AutoCloseable {
     public SpeakerModel() {
     }
 
+    /**
+     * Loads speaker model data from the file.
+     *
+     * The path must contain:
+     * - a config file: mfcc.conf
+     * - kaldi nnet: final.ext.raw
+     * - mean.vec
+     * - transform.mat
+     *
+     * @param path the path of the model on the filesystem
+     * @throws IOException if the model could not be created
+     *
+     * @see <a href="http://kaldi-asr.org/doc/structkaldi_1_1MfccOptions.html">Kaldi MfccOptions</a>
+     * @see <a href="http://kaldi-asr.org/doc/classkaldi_1_1nnet3_1_1Nnet.html">Kaldi Nnet</a>
+     */
     public SpeakerModel(String path) throws IOException {
         super(LibVosk.vosk_spk_model_new(path));
 

kotlin/.gitignore

@@ -0,0 +1,3 @@
+.gradle/
+.idea/
+build/

kotlin/.idea/.gitignore

@@ -0,0 +1,3 @@
+# Default ignored files
+/shelf/
+/workspace.xml

kotlin/.idea/.name

@@ -0,0 +1 @@
+vosk-api-kotlin

kotlin/.idea/codeStyles/Project.xml

@@ -0,0 +1,127 @@
+<component name="ProjectCodeStyleConfiguration">
+  <code_scheme name="Project" version="173">
+    <JetCodeStyleSettings>
+      <option name="CODE_STYLE_DEFAULTS" value="KOTLIN_OFFICIAL" />
+    </JetCodeStyleSettings>
+    <codeStyleSettings language="XML">
+      <option name="FORCE_REARRANGE_MODE" value="1" />
+      <indentOptions>
+        <option name="CONTINUATION_INDENT_SIZE" value="4" />
+      </indentOptions>
+      <arrangement>
+        <rules>
+          <section>
+            <rule>
+              <match>
+                <AND>
+                  <NAME>xmlns:android</NAME>
+                  <XML_ATTRIBUTE />
+                  <XML_NAMESPACE>^$</XML_NAMESPACE>
+                </AND>
+              </match>
+            </rule>
+          </section>
+          <section>
+            <rule>
+              <match>
+                <AND>
+                  <NAME>xmlns:.*</NAME>
+                  <XML_ATTRIBUTE />
+                  <XML_NAMESPACE>^$</XML_NAMESPACE>
+                </AND>
+              </match>
+              <order>BY_NAME</order>
+            </rule>
+          </section>
+          <section>
+            <rule>
+              <match>
+                <AND>
+                  <NAME>.*:id</NAME>
+                  <XML_ATTRIBUTE />
+                  <XML_NAMESPACE>http://schemas.android.com/apk/res/android</XML_NAMESPACE>
+                </AND>
+              </match>
+            </rule>
+          </section>
+          <section>
+            <rule>
+              <match>
+                <AND>
+                  <NAME>.*:name</NAME>
+                  <XML_ATTRIBUTE />
+                  <XML_NAMESPACE>http://schemas.android.com/apk/res/android</XML_NAMESPACE>
+                </AND>
+              </match>
+            </rule>
+          </section>
+          <section>
+            <rule>
+              <match>
+                <AND>
+                  <NAME>name</NAME>
+                  <XML_ATTRIBUTE />
+                  <XML_NAMESPACE>^$</XML_NAMESPACE>
+                </AND>
+              </match>
+            </rule>
+          </section>
+          <section>
+            <rule>
+              <match>
+                <AND>
+                  <NAME>style</NAME>
+                  <XML_ATTRIBUTE />
+                  <XML_NAMESPACE>^$</XML_NAMESPACE>
+                </AND>
+              </match>
+            </rule>
+          </section>
+          <section>
+            <rule>
+              <match>
+                <AND>
+                  <NAME>.*</NAME>
+                  <XML_ATTRIBUTE />
+                  <XML_NAMESPACE>^$</XML_NAMESPACE>
+                </AND>
+              </match>
+              <order>BY_NAME</order>
+            </rule>
+          </section>
+          <section>
+            <rule>
+              <match>
+                <AND>
+                  <NAME>.*</NAME>
+                  <XML_ATTRIBUTE />
+                  <XML_NAMESPACE>http://schemas.android.com/apk/res/android</XML_NAMESPACE>
+                </AND>
+              </match>
+              <order>ANDROID_ATTRIBUTE_ORDER</order>
+            </rule>
+          </section>
+          <section>
+            <rule>
+              <match>
+                <AND>
+                  <NAME>.*</NAME>
+                  <XML_ATTRIBUTE />
+                  <XML_NAMESPACE>.*</XML_NAMESPACE>
+                </AND>
+              </match>
+              <order>BY_NAME</order>
+            </rule>
+          </section>
+        </rules>
+      </arrangement>
+    </codeStyleSettings>
+    <codeStyleSettings language="kotlin">
+      <option name="CODE_STYLE_DEFAULTS" value="KOTLIN_OFFICIAL" />
+      <indentOptions>
+        <option name="USE_TAB_CHARACTER" value="true" />
+        <option name="SMART_TABS" value="true" />
+      </indentOptions>
+    </codeStyleSettings>
+  </code_scheme>
+</component>

kotlin/.idea/codeStyles/codeStyleConfig.xml

@@ -0,0 +1,5 @@
+<component name="ProjectCodeStyleConfiguration">
+  <state>
+    <option name="USE_PER_PROJECT_SETTINGS" value="true" />
+  </state>
+</component>

kotlin/.idea/compiler.xml

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="CompilerConfiguration">
+    <bytecodeTargetLevel target="11" />
+  </component>
+</project>

kotlin/.idea/copyright/Apache_2_0.xml

@@ -0,0 +1,6 @@
+<component name="CopyrightManager">
+  <copyright>
+    <option name="notice" value="Copyright &amp;#36;today.year Alpha Cephei Inc.&#10;&#10;Licensed under the Apache License, Version 2.0 (the &quot;License&quot;);&#10;you may not use this file except in compliance with the License.&#10;You may obtain a copy of the License at&#10;&#10;    http://www.apache.org/licenses/LICENSE-2.0&#10;&#10;Unless required by applicable law or agreed to in writing, software&#10;distributed under the License is distributed on an &quot;AS IS&quot; BASIS,&#10;WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.&#10;See the License for the specific language governing permissions and&#10;limitations under the License." />
+    <option name="myName" value="Apache-2.0" />
+  </copyright>
+</component>

kotlin/.idea/copyright/profiles_settings.xml

@@ -0,0 +1,7 @@
+<component name="CopyrightManager">
+  <settings default="Apache-2.0">
+    <module2copyright>
+      <element module="All" copyright="Apache-2.0" />
+    </module2copyright>
+  </settings>
+</component>

kotlin/.idea/gradle.xml

@@ -0,0 +1,18 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="GradleMigrationSettings" migrationVersion="1" />
+  <component name="GradleSettings">
+    <option name="linkedExternalProjectsSettings">
+      <GradleProjectSettings>
+        <option name="testRunner" value="GRADLE" />
+        <option name="distributionType" value="DEFAULT_WRAPPED" />
+        <option name="externalProjectPath" value="$PROJECT_DIR$" />
+        <option name="modules">
+          <set>
+            <option value="$PROJECT_DIR$" />
+          </set>
+        </option>
+      </GradleProjectSettings>
+    </option>
+  </component>
+</project>

kotlin/.idea/jarRepositories.xml

@@ -0,0 +1,25 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="RemoteRepositoriesConfiguration">
+    <remote-repository>
+      <option name="id" value="central" />
+      <option name="name" value="Maven Central repository" />
+      <option name="url" value="https://repo1.maven.org/maven2" />
+    </remote-repository>
+    <remote-repository>
+      <option name="id" value="jboss.community" />
+      <option name="name" value="JBoss Community repository" />
+      <option name="url" value="https://repository.jboss.org/nexus/content/repositories/public/" />
+    </remote-repository>
+    <remote-repository>
+      <option name="id" value="MavenRepo" />
+      <option name="name" value="MavenRepo" />
+      <option name="url" value="https://repo.maven.apache.org/maven2/" />
+    </remote-repository>
+    <remote-repository>
+      <option name="id" value="Google" />
+      <option name="name" value="Google" />
+      <option name="url" value="https://dl.google.com/dl/android/maven2/" />
+    </remote-repository>
+  </component>
+</project>

kotlin/.idea/misc.xml

@@ -0,0 +1,10 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ExternalStorageConfigurationManager" enabled="true" />
+  <component name="ProjectRootManager" version="2" languageLevel="JDK_11" default="true" project-jdk-name="Embedded JDK" project-jdk-type="JavaSDK">
+    <output url="file://$PROJECT_DIR$/build/classes" />
+  </component>
+  <component name="ProjectType">
+    <option name="id" value="Android" />
+  </component>
+</project>

kotlin/.idea/vcs.xml

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$/.." vcs="Git" />
+  </component>
+</project>

kotlin/AUTHORS

@@ -0,0 +1 @@
+Doomsdayrs doomsdayrs@gmail.com

kotlin/MAINTENANCE.md

@@ -0,0 +1,8 @@
+# Maintenance
+
+To maintain this module, please ensure the following.
+1. Kotlin version is kept up to date.
+This will be found in the plugins block of the [build.gradle.kts](./build.gradle.kts).
+Ensure both multiplatform and serialization have the same value.
+2. Ensure dependencies are up to date
+3. Ensure that the android min & target sdks are up to date.

kotlin/README.md

@@ -0,0 +1,63 @@
+# vosk-api-kotlin
+
+The vosk-api wrapped using Kotlin Multiplatform.
+
+## Usage
+
+The following are ways to use this wrapper.
+
+### JVM
+
+For Java & Android targets.
+
+```kotlin
+dependencoes {
+    val voskVersion = "0.4.0-alpha0"
+
+    // Generic
+    implementation("com.alphacephei:vosk-api-kotlin:$voskVersion")
+
+    // Android
+    implementation("com.alphacephei:vosk-api-kotlin-android:$voskVersion")
+}
+```
+
+## Building
+
+To build this project, follow the following steps.
+
+1. Install `libvosk`.
+This can be done from [source][source install] (parent monorepo) 
+or [downloaded][download].
+2. Download a [Vosk model](https://alphacephei.com/vosk/models) to use.
+  - It is suggested to use a small model to speed up tests.
+3. Once both are downloaded and placed into a proper location (hopefully following UNIX specification).
+Set the following environment variables:
+  - `VOSK_MODEL` to the path of the model.
+  - `VOSK_PATH` to the path of `libvosk`.
+These are used by the various tests to operate.
+4. Now that the required steps are complete, one can run `./gradlew build`.
+
+## Kotlin/Native
+
+Currently, the native target is disabled due to a lack of vosk-api packaging on platforms.
+Further worsened by the fact that installing the vosk-api on Linux systems is a chore.
+
+First, either install from [source][source install]
+or [download][download] and install into the proper unix directories as expected in
+[libvosk.def](./src/nativeInterop/cinterop/libvosk.def).
+
+To enable development for Kotlin/Native, do either for the following.
+- Add `NATIVE_EXPERIMENT=true` to your environment.
+- Go into [build.gradle.kts](./build.gradle.kts) & find `enableNative` & set the right side to true.
+
+Afterwards, when syncing the project, the native source sets will become available to work on.
+It is suggested to run `cinteropLibvoskNative` to generate the Kotlin C bindings to work with.
+
+## Future
+
+- Possibly target Kotlin/JS
+- Possibly target Kotlin/Objective-C (?)
+
+[source install]: https://alphacephei.com/vosk/install
+[download]: https://github.com/alphacep/vosk-api/releases/latest

kotlin/build.gradle.kts

@@ -0,0 +1,190 @@
+import org.jetbrains.dokka.gradle.DokkaTask
+import org.jetbrains.kotlin.config.JvmTarget
+
+/*
+ * Copyright 2020 Alpha Cephei Inc. & Doomsdayrs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+plugins {
+	kotlin("multiplatform") version "1.8.10"
+	id("com.android.library")
+	`maven-publish`
+	id("org.jetbrains.dokka") version "1.7.20"
+	kotlin("plugin.serialization") version "1.8.10"
+}
+
+group = "com.alphacephei"
+version = "0.3.50"
+
+repositories {
+	google()
+	mavenCentral()
+}
+
+val dokkaOutputDir = "$buildDir/dokka"
+
+tasks.getByName<DokkaTask>("dokkaHtml") {
+	outputDirectory.set(file(dokkaOutputDir))
+}
+
+val deleteDokkaOutputDir by tasks.register<Delete>("deleteDokkaOutputDirectory") {
+	delete(dokkaOutputDir)
+}
+
+val javadocJar = tasks.register<Jar>("javadocJar") {
+	dependsOn(deleteDokkaOutputDir, tasks.dokkaHtml)
+	archiveClassifier.set("javadoc")
+	from(dokkaOutputDir)
+}
+
+fun org.jetbrains.kotlin.gradle.dsl.KotlinMultiplatformExtension.native(
+	configure: org.jetbrains.kotlin.gradle.plugin.mpp.KotlinNativeTargetWithHostTests.() -> Unit = {}
+) {
+	when {
+		org.jetbrains.kotlin.konan.target.HostManager.hostIsMingw -> mingwX64("native")
+		org.jetbrains.kotlin.konan.target.HostManager.hostIsLinux -> linuxX64("native")
+		org.jetbrains.kotlin.konan.target.HostManager.hostIsMac -> if (org.jetbrains.kotlin.konan.target.HostManager.hostArch() == "arm64") {
+			macosArm64("native")
+		} else {
+			macosX64("native")
+		}
+
+		else -> error("Unsupported Host OS: ${org.jetbrains.kotlin.konan.target.HostManager.hostOs()}")
+	}.apply(configure)
+}
+
+kotlin {
+	jvm {
+		compilations.all {
+			kotlinOptions.jvmTarget = JvmTarget.JVM_11.description
+		}
+		testRuns["test"].executionTask.configure {
+			useJUnitPlatform()
+			environment("MODEL", "VOSK_MODEL")
+			//environment("MODEL", "/home/doomsdayrs/Downloads/vosk-model-small-en-us-0.15/")
+			environment("LIBRARY", "VOSK_PATH")
+			//environment("LIBRARY", "/usr/local/lib64/libvosk/libvosk.so")
+			environment("AUDIO", "$projectDir/../python/example/test.wav")
+		}
+	}
+
+	android {
+		publishAllLibraryVariants()
+	}
+
+	/**
+	 * If native target should be enabled or not.
+	 *
+	 * Currently disabled as there is no proper packaging distribution currently.
+	 */
+	@Suppress("SimplifyBooleanWithConstants") // Ignore, the false is for overrides
+	val enableNative = System.getenv("NATIVE_EXPERIMENT") == "true" || false
+
+	if (enableNative)
+		native {
+			val main by compilations.getting
+			val libvosk by main.cinterops.creating
+
+			binaries {
+				sharedLib()
+			}
+		}
+
+	publishing {
+		publications {
+			withType<MavenPublication> {
+				artifact(javadocJar)
+				pom {
+					url.set("http://www.alphacephei.com.com/vosk/")
+					licenses {
+						license {
+							name.set("The Apache License, Version 2.0")
+							url.set("http://www.apache.org/licenses/LICENSE-2.0.txt")
+						}
+					}
+					developers {
+						developer {
+							id.set("com.alphacephei")
+							name.set("Alpha Cephei Inc")
+							email.set("contact@alphacephei.com")
+						}
+					}
+					scm {
+						connection.set("scm:git:git://github.com/alphacep/vosk-api.git")
+						url.set("https://github.com/alphacep/vosk-api/")
+					}
+				}
+			}
+		}
+	}
+
+	val jna_version = "5.13.0"
+	val coroutines_version = "1.6.4"
+
+	sourceSets {
+		val commonMain by getting {
+			dependencies {
+				api("org.jetbrains.kotlinx:kotlinx-serialization-json:1.4.1")
+				api("org.jetbrains.kotlinx:kotlinx-coroutines-core:$coroutines_version")
+			}
+		}
+		val commonTest by getting {
+			dependencies {
+				implementation(kotlin("test"))
+				implementation("org.jetbrains.kotlinx:kotlinx-coroutines-test:$coroutines_version")
+			}
+		}
+		val jvmMain by getting {
+			dependencies {
+				api("net.java.dev.jna:jna:$jna_version")
+			}
+		}
+		val jvmTest by getting
+		if (enableNative) {
+			val nativeMain by getting
+		}
+		val androidMain by getting {
+			dependsOn(jvmMain)
+			dependencies {
+				api("net.java.dev.jna:jna:$jna_version@aar")
+			}
+		}
+		val androidTest by getting {
+			dependencies {
+				implementation("junit:junit:4.13.2")
+			}
+		}
+	}
+}
+
+android {
+	compileSdk = 33
+	sourceSets["main"].manifest.srcFile("src/androidMain/AndroidManifest.xml")
+	defaultConfig {
+		minSdk = 24
+		targetSdk = 33
+	}
+	compileOptions {
+		sourceCompatibility = JavaVersion.VERSION_11
+		targetCompatibility = JavaVersion.VERSION_11
+	}
+	publishing {
+		multipleVariants {
+			withSourcesJar()
+			withJavadocJar()
+			allVariants()
+		}
+	}
+}

kotlin/settings.gradle.kts

@@ -0,0 +1,31 @@
+/*
+ * Copyright 2020 Alpha Cephei Inc. & Doomsdayrs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+pluginManagement {
+	repositories {
+		google()
+		gradlePluginPortal()
+		mavenCentral()
+	}
+	resolutionStrategy {
+		eachPlugin {
+			if (requested.id.namespace == "com.android") {
+				useModule("com.android.tools.build:gradle:7.3.0")
+			}
+		}
+	}
+}
+rootProject.name = "vosk-api-kotlin"

kotlin/src/androidMain/AndroidManifest.xml

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="utf-8"?>
+<manifest xmlns:android="http://schemas.android.com/apk/res/android"
+    package="com.alphacephei.library">
+
+    <uses-permission android:name="android.permission.RECORD_AUDIO" />
+</manifest>

kotlin/src/androidMain/kotlin/org/vosk/android/RecognitionListener.kt

@@ -0,0 +1,46 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.vosk.android
+
+/**
+ * Interface to receive recognition results
+ */
+interface RecognitionListener {
+	/**
+	 * Called when partial recognition result is available.
+	 */
+	fun onPartialResult(hypothesis: String)
+
+	/**
+	 * Called after silence occured.
+	 */
+	fun onResult(hypothesis: String)
+
+	/**
+	 * Called after stream end.
+	 */
+	fun onFinalResult(hypothesis: String)
+
+	/**
+	 * Called when an error occurs.
+	 */
+	fun onError(exception: Exception)
+
+	/**
+	 * Called after timeout expired
+	 */
+	fun onTimeout()
+}

kotlin/src/androidMain/kotlin/org/vosk/android/SpeechService.kt

@@ -0,0 +1,241 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.vosk.android
+
+import android.annotation.SuppressLint
+import android.media.AudioFormat
+import android.media.AudioRecord
+import android.media.MediaRecorder.AudioSource
+import android.os.Handler
+import android.os.Looper
+import org.vosk.Recognizer
+import java.io.IOException
+import kotlin.math.roundToInt
+
+/**
+ * Service that records audio in a thread, passes it to a recognizer and emits
+ * recognition results. Recognition events are passed to a client using
+ * [RecognitionListener]
+ */
+class SpeechService @Throws(IOException::class) constructor(
+	private val recognizer: Recognizer,
+	sampleRate: Float
+) {
+	private val sampleRate: Int
+	private val bufferSize: Int
+	private val recorder: AudioRecord
+	private var recognizerThread: RecognizerThread? = null
+	private val mainHandler = Handler(Looper.getMainLooper())
+
+	/**
+	 * Creates speech service. Service holds the AudioRecord object, so you
+	 * need to call [.shutdown] in order to properly finalize it.
+	 *
+	 * @throws IOException thrown if audio recorder can not be created for some reason.
+	 */
+	init {
+		this.sampleRate = sampleRate.toInt()
+		bufferSize = (this.sampleRate * BUFFER_SIZE_SECONDS).roundToInt()
+		@SuppressLint("MissingPermission")
+		recorder = AudioRecord(
+			AudioSource.VOICE_RECOGNITION, this.sampleRate,
+			AudioFormat.CHANNEL_IN_MONO,
+			AudioFormat.ENCODING_PCM_16BIT, bufferSize * 2
+		)
+		if (recorder.state == AudioRecord.STATE_UNINITIALIZED) {
+			recorder.release()
+			throw IOException(
+				"Failed to initialize recorder. Microphone might be already in use."
+			)
+		}
+	}
+
+	/**
+	 * Starts recognition. Does nothing if recognition is active.
+	 *
+	 * @return true if recognition was actually started
+	 */
+	fun startListening(listener: RecognitionListener): Boolean {
+		if (null != recognizerThread) return false
+		recognizerThread = RecognizerThread(listener)
+		recognizerThread!!.start()
+		return true
+	}
+
+	/**
+	 * Starts recognition. After specified timeout listening stops and the
+	 * endOfSpeech signals about that. Does nothing if recognition is active.
+	 *
+	 *
+	 * timeout - timeout in milliseconds to listen.
+	 *
+	 * @return true if recognition was actually started
+	 */
+	fun startListening(listener: RecognitionListener, timeout: Int): Boolean {
+		if (null != recognizerThread) return false
+		recognizerThread = RecognizerThread(listener, timeout)
+		recognizerThread!!.start()
+		return true
+	}
+
+	private fun stopRecognizerThread(): Boolean {
+		if (null == recognizerThread) return false
+		try {
+			recognizerThread!!.interrupt()
+			recognizerThread!!.join()
+		} catch (e: InterruptedException) {
+			// Restore the interrupted status.
+			Thread.currentThread().interrupt()
+		}
+		recognizerThread = null
+		return true
+	}
+
+	/**
+	 * Stops recognition. Listener should receive final result if there is
+	 * any. Does nothing if recognition is not active.
+	 *
+	 * @return true if recognition was actually stopped
+	 */
+	fun stop(): Boolean {
+		return stopRecognizerThread()
+	}
+
+	/**
+	 * Cancel recognition. Do not post any new events, simply cancel processing.
+	 * Does nothing if recognition is not active.
+	 *
+	 * @return true if recognition was actually stopped
+	 */
+	fun cancel(): Boolean {
+		if (recognizerThread != null) {
+			recognizerThread!!.setPause(true)
+		}
+		return stopRecognizerThread()
+	}
+
+	/**
+	 * Shutdown the recognizer and release the recorder
+	 */
+	fun shutdown() {
+		recorder.release()
+	}
+
+	fun setPause(paused: Boolean) {
+		if (recognizerThread != null) {
+			recognizerThread!!.setPause(paused)
+		}
+	}
+
+	/**
+	 * Resets recognizer in a thread, starts recognition over again
+	 */
+	fun reset() {
+		if (recognizerThread != null) {
+			recognizerThread!!.reset()
+		}
+	}
+
+	private inner class RecognizerThread @JvmOverloads constructor(
+		var listener: RecognitionListener,
+		timeout: Int = Companion.NO_TIMEOUT
+	) : Thread() {
+		private var remainingSamples: Int
+		private val timeoutSamples: Int
+
+		@Volatile
+		private var paused = false
+
+		@Volatile
+		private var reset = false
+
+		init {
+			timeoutSamples = if (timeout != Companion.NO_TIMEOUT) {
+				timeout * sampleRate / 1000
+			} else {
+				Companion.NO_TIMEOUT
+			}
+			remainingSamples = timeoutSamples
+		}
+
+		/**
+		 * When we are paused, don't process audio by the recognizer and don't emit
+		 * any listener results
+		 *
+		 * @param paused the status of pause
+		 */
+		fun setPause(paused: Boolean) {
+			this.paused = paused
+		}
+
+		/**
+		 * Set reset state to signal reset of the recognizer and start over
+		 */
+		fun reset() {
+			reset = true
+		}
+
+		override fun run() {
+			recorder.startRecording()
+			if (recorder.recordingState == AudioRecord.RECORDSTATE_STOPPED) {
+				recorder.stop()
+				val ioe = IOException(
+					"Failed to start recording. Microphone might be already in use."
+				)
+				mainHandler.post { listener.onError(ioe) }
+			}
+			val buffer = ShortArray(bufferSize)
+			while (!interrupted()
+				&& (timeoutSamples == Companion.NO_TIMEOUT || remainingSamples > 0)
+			) {
+				val nread = recorder.read(buffer, 0, buffer.size)
+				if (paused) {
+					continue
+				}
+				if (reset) {
+					recognizer.reset()
+					reset = false
+				}
+				if (nread < 0) throw RuntimeException("error reading audio buffer")
+				if (recognizer.acceptWaveform(buffer)) {
+					val result = recognizer.result
+					mainHandler.post { listener.onResult(result) }
+				} else {
+					val partialResult = recognizer.partialResult
+					mainHandler.post { listener.onPartialResult(partialResult) }
+				}
+				if (timeoutSamples != NO_TIMEOUT) {
+					remainingSamples -= nread
+				}
+			}
+			recorder.stop()
+			if (!paused) {
+				// If we met timeout signal that speech ended
+				if (timeoutSamples != NO_TIMEOUT && remainingSamples <= 0) {
+					mainHandler.post { listener.onTimeout() }
+				} else {
+					val finalResult = recognizer.finalResult
+					mainHandler.post { listener.onFinalResult(finalResult) }
+				}
+			}
+		}
+	}
+
+	companion object {
+		private const val NO_TIMEOUT = -1
+		private const val BUFFER_SIZE_SECONDS = 0.2f
+	}
+}

kotlin/src/androidMain/kotlin/org/vosk/android/SpeechStreamService.kt

@@ -0,0 +1,151 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.vosk.android
+
+import android.os.Handler
+import android.os.Looper
+import org.vosk.Recognizer
+import java.io.IOException
+import java.io.InputStream
+import kotlin.math.roundToInt
+
+/**
+ * Service that recognizes stream audio in a  thread, passes it to a recognizer and emits
+ * recognition results. Recognition events are passed to a client using
+ * [RecognitionListener]
+ */
+class SpeechStreamService(
+	private val recognizer: Recognizer,
+	inputStream: InputStream,
+	sampleRate: Float
+) {
+	private val inputStream: InputStream
+	private val sampleRate: Int
+	private val bufferSize: Int
+	private var recognizerThread: Thread? = null
+	private val mainHandler = Handler(Looper.getMainLooper())
+
+	/**
+	 * Creates speech service.
+	 */
+	init {
+		this.sampleRate = sampleRate.toInt()
+		this.inputStream = inputStream
+		bufferSize = (this.sampleRate * BUFFER_SIZE_SECONDS * 2).roundToInt()
+	}
+
+	/**
+	 * Starts recognition. Does nothing if recognition is active.
+	 *
+	 * @return true if recognition was actually started
+	 */
+	fun start(listener: RecognitionListener): Boolean {
+		if (null != recognizerThread) return false
+		recognizerThread = RecognizerThread(listener)
+		recognizerThread!!.start()
+		return true
+	}
+
+	/**
+	 * Starts recognition. After specified timeout listening stops and the
+	 * endOfSpeech signals about that. Does nothing if recognition is active.
+	 *
+	 *
+	 * timeout - timeout in milliseconds to listen.
+	 *
+	 * @return true if recognition was actually started
+	 */
+	fun start(listener: RecognitionListener, timeout: Int): Boolean {
+		if (null != recognizerThread) return false
+		recognizerThread = RecognizerThread(listener, timeout)
+		recognizerThread!!.start()
+		return true
+	}
+
+	/**
+	 * Stops recognition. All listeners should receive final result if there is
+	 * any. Does nothing if recognition is not active.
+	 *
+	 * @return true if recognition was actually stopped
+	 */
+	fun stop(): Boolean {
+		if (null == recognizerThread) return false
+		try {
+			recognizerThread!!.interrupt()
+			recognizerThread!!.join()
+		} catch (e: InterruptedException) {
+			// Restore the interrupted status.
+			Thread.currentThread().interrupt()
+		}
+		recognizerThread = null
+		return true
+	}
+
+	private inner class RecognizerThread @JvmOverloads constructor(
+		var listener: RecognitionListener,
+		timeout: Int = Companion.NO_TIMEOUT
+	) : Thread() {
+		private var remainingSamples: Int
+		private val timeoutSamples: Int
+
+		init {
+			if (timeout != Companion.NO_TIMEOUT) timeoutSamples =
+				timeout * sampleRate / 1000 else timeoutSamples = Companion.NO_TIMEOUT
+			remainingSamples = timeoutSamples
+		}
+
+		override fun run() {
+			val buffer = ByteArray(bufferSize)
+			while (!interrupted()
+				&& (timeoutSamples == Companion.NO_TIMEOUT || remainingSamples > 0)
+			) {
+				try {
+					val nread = inputStream.read(buffer, 0, buffer.size)
+					if (nread < 0) {
+						break
+					} else {
+						val isSilence: Boolean = recognizer.acceptWaveform(buffer)
+						if (isSilence) {
+							val result = recognizer.result
+							mainHandler.post { listener.onResult(result) }
+						} else {
+							val partialResult = recognizer.partialResult
+							mainHandler.post { listener.onPartialResult(partialResult) }
+						}
+					}
+					if (timeoutSamples != NO_TIMEOUT) {
+						remainingSamples -= nread
+					}
+				} catch (e: IOException) {
+					mainHandler.post { listener.onError(e) }
+				}
+			}
+
+			// If we met timeout signal that speech ended
+			if (timeoutSamples != NO_TIMEOUT && remainingSamples <= 0) {
+				mainHandler.post { listener.onTimeout() }
+			} else {
+				val finalResult = recognizer.finalResult
+				mainHandler.post { listener.onFinalResult(finalResult) }
+			}
+		}
+	}
+
+	companion object {
+		private const val NO_TIMEOUT = -1
+		private const val BUFFER_SIZE_SECONDS = 0.2f
+	}
+}

kotlin/src/androidMain/kotlin/org/vosk/android/StorageService.kt

@@ -0,0 +1,138 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.vosk.android
+
+import android.content.Context
+import android.content.res.AssetManager
+import android.os.Environment
+import android.os.Handler
+import android.os.Looper
+import android.util.Log
+import org.vosk.Model
+import java.io.*
+import java.util.concurrent.Executor
+import java.util.concurrent.Executors
+import java.util.function.Consumer
+
+/**
+ * Provides utility methods to sync model files to external storage to allow
+ * C++ code access them. Relies on file named "uuid" to track updates.
+ */
+object StorageService {
+	private val TAG = StorageService::class.simpleName
+
+	@JvmStatic
+	fun unpack(
+		context: Context,
+		sourcePath: String,
+		targetPath: String,
+		completeCallback: Consumer<Model>,
+		errorCallback: Consumer<IOException>
+	) {
+		val executor: Executor =
+			Executors.newSingleThreadExecutor() // change according to your requirements
+		val handler = Handler(Looper.getMainLooper())
+		executor.execute {
+			try {
+				val outputPath = sync(context, sourcePath, targetPath)
+				val model = Model(outputPath)
+				handler.post { completeCallback.accept(model) }
+			} catch (e: IOException) {
+				handler.post { errorCallback.accept(e) }
+			}
+		}
+	}
+
+	@JvmStatic
+	@Throws(IOException::class)
+	fun sync(context: Context, sourcePath: String, targetPath: String): String {
+		val assetManager = context.assets
+		val externalFilesDir = context.getExternalFilesDir(null)
+			?: throw IOException(
+				"cannot get external files dir, "
+						+ "external storage state is " + Environment.getExternalStorageState()
+			)
+		val targetDir = File(externalFilesDir, targetPath)
+		val resultPath = File(targetDir, sourcePath).absolutePath
+		val sourceUUID = readLine(assetManager.open("$sourcePath/uuid"))
+		try {
+			val targetUUID = readLine(FileInputStream(File(targetDir, "$sourcePath/uuid")))
+			if (targetUUID == sourceUUID) return resultPath
+		} catch (e: FileNotFoundException) {
+			// ignore
+		}
+		deleteContents(targetDir)
+		copyAssets(assetManager, sourcePath, targetDir)
+
+		// Copy uuid
+		copyFile(assetManager, "$sourcePath/uuid", targetDir)
+		return resultPath
+	}
+
+	@Throws(IOException::class)
+	private fun readLine(inputStream: InputStream): String {
+		return BufferedReader(InputStreamReader(inputStream)).use { it.readLine() }
+	}
+
+	private fun deleteContents(dir: File): Boolean {
+		val files = dir.listFiles()
+		var success = true
+		if (files != null) {
+			for (file in files) {
+				if (file.isDirectory) {
+					success = success and deleteContents(file)
+				}
+				if (!file.delete()) {
+					success = false
+				}
+			}
+		}
+		return success
+	}
+
+	@Throws(IOException::class)
+	private fun copyAssets(assetManager: AssetManager, path: String, outPath: File) {
+		val assets = assetManager.list(path) ?: return
+		if (assets.isEmpty()) {
+			if (!path.endsWith("uuid")) copyFile(assetManager, path, outPath)
+		} else {
+			val dir = File(outPath, path)
+			if (!dir.exists()) {
+				Log.v(TAG, "Making directory " + dir.absolutePath)
+				if (!dir.mkdirs()) {
+					Log.v(TAG, "Failed to create directory " + dir.absolutePath)
+				}
+			}
+			for (asset in assets) {
+				copyAssets(assetManager, "$path/$asset", outPath)
+			}
+		}
+	}
+
+	@Throws(IOException::class)
+	private fun copyFile(assetManager: AssetManager, fileName: String, outPath: File) {
+		Log.v(TAG, "Copy $fileName to $outPath")
+		assetManager.open(fileName).use { inputStream ->
+			FileOutputStream("$outPath/$fileName").use { out ->
+				val buffer = ByteArray(4000)
+				var read: Int
+				while (inputStream.read(buffer).also { read = it } != -1) {
+					out.write(buffer, 0, read)
+				}
+			}
+		}
+	}
+}

kotlin/src/commonMain/kotlin/org/vosk/AcceptWaveformException.kt

@@ -0,0 +1,22 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+/**
+ * Thrown when a [Recognizer] cannot accept a given waveform
+ */
+class AcceptWaveformException(data: Any) : Exception("Could not accept waveform: $data")

kotlin/src/commonMain/kotlin/org/vosk/BatchModel.kt

@@ -0,0 +1,38 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import org.vosk.exception.ModelException
+
+/**
+ * Batch model object
+ *
+ * @since 26 / 12 / 2022
+ * @constructor Creates the batch recognizer object
+ */
+expect class BatchModel @Throws(ModelException::class) constructor(path: String) : Freeable {
+
+	/**
+	 *  Releases batch model object
+	 */
+	override fun free()
+
+	/**
+	 * Wait for the processing
+	 */
+	fun await()
+}

kotlin/src/commonMain/kotlin/org/vosk/BatchRecognizer.kt

@@ -0,0 +1,62 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+/**
+ * Batch recognizer object
+ *
+ * @since 26 / 12 / 2022
+ * @constructor Creates batch recognizer object
+ */
+expect class BatchRecognizer constructor(model: BatchModel, sampleRate: Float) : Freeable {
+
+	/**
+	 * Releases batch recognizer object
+	 */
+	override fun free()
+
+	/**
+	 * Accept batch voice data
+	 */
+	fun acceptWaveform(data: ByteArray)
+
+	/**
+	 * Set NLSML output
+	 * @param nlsml - boolean value
+	 */
+	fun setNLSML(nlsml: Boolean)
+
+	/**
+	 *  Closes the stream
+	 */
+	fun finishStream()
+
+	/**
+	 * Return results
+	 */
+	val frontResult: String
+
+	/**
+	 * Release and free first retrieved result
+	 */
+	fun pop()
+
+	/**
+	 * Get amount of pending chunks for more intelligent waiting
+	 */
+	val pendingChunks: Int
+}

kotlin/src/commonMain/kotlin/org/vosk/Freeable.kt

@@ -0,0 +1,31 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+/**
+ * Denotes an object that must be freed afterwards.
+ *
+ * On JVM, This is done via AutoClosable.
+ */
+@Suppress("SpellCheckingInspection")
+interface Freeable {
+
+	/**
+	 * Dereference the related object
+	 */
+	fun free()
+}

kotlin/src/commonMain/kotlin/org/vosk/LogLevel.kt

@@ -0,0 +1,40 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+/**
+ * Log level for Kaldi messages.
+ *
+ * @since 26 / 12 / 2022
+ */
+enum class LogLevel(val value: Int) {
+
+	/**
+	 * Don't print info messages
+	 */
+	WARNINGS(-1),
+
+	/**
+	 * Default value to print info and error messages but no debug
+	 */
+	INFO(0),
+
+	/**
+	 * More verbose mode
+	 */
+	DEBUG(1);
+}

kotlin/src/commonMain/kotlin/org/vosk/Model.kt

@@ -0,0 +1,52 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import org.vosk.exception.IOException
+
+
+/**
+ * Model stores all the data required for recognition
+ *
+ * It contains static data and can be shared across processing
+ * threads.
+ *
+ * @since 26 / 12 / 2022
+ * @constructor Loads model data from the file and returns the model object
+ * @param path the path of the model on the filesystem
+ * @throws IOException if the path provided is invalid
+ */
+expect class Model @Throws(IOException::class) constructor(path: String) : Freeable {
+
+	/**
+	 * Check if a word can be recognized by the model
+	 * @param word: the word
+	 * @returns the word symbol if @param word exists inside the model
+	 * or -1 otherwise.
+	 * Reminding that word symbol 0 is for <epsilon>
+	 */
+	fun findWord(word: String): Int
+
+	/**
+	 * Releases the model memory
+	 *
+	 *  The model object is reference-counted so if some recognizer
+	 *  depends on this model, model might still stay alive. When
+	 *  last recognizer is released, model will be released too.
+	 */
+	override fun free()
+}

kotlin/src/commonMain/kotlin/org/vosk/Recognizer.kt

@@ -0,0 +1,255 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import org.vosk.exception.RecognizerException
+
+/**
+ * Recognizer object is the main object which processes data.
+ *
+ * Each recognizer usually runs in own thread and takes audio as input.
+ * Once audio is processed recognizer returns JSON object as a string
+ * which represent decoded information - words, confidences, times, n-best lists,
+ * speaker information and so on
+ *
+ * @since 26 / 12 / 2022
+ */
+expect class Recognizer : Freeable {
+	/**
+	 * Creates the recognizer object
+	 *
+	 *  The recognizers process the speech and return text using shared model data
+	 *  @param model       VoskModel containing static data for recognizer. Model can be
+	 *                     shared across recognizers, even running in different threads.
+	 *  @param sampleRate The sample rate of the audio you going to feed into the recognizer.
+	 *                     Make sure this rate matches the audio content, it is a common
+	 *                     issue causing accuracy problems.
+	 * @throws RecognizerException if a problem occurred
+	 */
+	@Throws(RecognizerException::class)
+	constructor(model: Model, sampleRate: Float)
+
+	/**
+	 * Creates the recognizer object with speaker recognition
+	 *
+	 *  With the speaker recognition mode the recognizer not just recognize
+	 *  text but also return speaker vectors one can use for speaker identification
+	 *
+	 *  @param model       VoskModel containing static data for recognizer. Model can be
+	 *                     shared across recognizers, even running in different threads.
+	 *  @param sampleRate The sample rate of the audio you going to feed into the recognizer.
+	 *                     Make sure this rate matches the audio content, it is a common
+	 *                     issue causing accuracy problems.
+	 *  @param speakerModel speaker model for speaker identification
+	 * @throws RecognizerException if a problem occurred
+	 */
+	@Throws(RecognizerException::class)
+	constructor(model: Model, sampleRate: Float, speakerModel: SpeakerModel)
+
+	/**
+	 * Creates the recognizer object with the phrase list
+	 *
+	 *  Sometimes when you want to improve recognition accuracy and when you don't need
+	 *  to recognize large vocabulary you can specify a list of phrases to recognize. This
+	 *  will improve recognizer speed and accuracy but might return [unk] if user said
+	 *  something different.
+	 *
+	 *  Only recognizers with lookahead models support this type of quick configuration.
+	 *  Precompiled HCLG graph models are not supported.
+	 *
+	 *  @param model       VoskModel containing static data for recognizer. Model can be
+	 *                     shared across recognizers, even running in different threads.
+	 *  @param sampleRate The valuesample rate of the audio you going to feed into the recognizer.
+	 *                     Make sure this rate matches the audio content, it is a common
+	 *                     issue causing accuracy problems.
+	 *  @param grammar The string with the list of phrases to recognize as JSON array of strings,
+	 *                 for example "["one two three four five", "[unk]"]".
+	 *
+	 * @throws RecognizerException if a problem occurred
+	 */
+	@Throws(RecognizerException::class)
+	constructor(model: Model, sampleRate: Float, grammar: String)
+
+	/**
+	 * Adds speaker model to already initialized recognizer
+	 *
+	 * Can add speaker recognition model to already created recognizer. Helps to initialize
+	 * speaker recognition for grammar-based recognizer.
+	 *
+	 * @param speakerModel Speaker recognition model
+	 */
+	fun setSpeakerModel(speakerModel: SpeakerModel)
+
+
+	/**
+	 * Reconfigures recognizer to use grammar
+	 *
+	 * @param grammar      Set of phrases in JSON array of strings or "[]" to use default model graph.
+	 *                     See also vosk_recognizer_new_grm
+	 */
+	fun setGrammar(grammar: String)
+
+	/**
+	 * Configures recognizer to output n-best results
+	 *
+	 * <pre>
+	 *   {
+	 *      "alternatives": [
+	 *          { "text": "one two three four five", "confidence": 0.97 },
+	 *          { "text": "one two three for five", "confidence": 0.03 },
+	 *      ]
+	 *   }
+	 * </pre>
+	 *
+	 * @param maxAlternatives - maximum alternatives to return from recognition results
+	 */
+	fun setMaxAlternatives(maxAlternatives: Int)
+
+	/**
+	 * Enables words with times in the output
+	 *
+	 * <pre>
+	 *   "result" : [{
+	 *       "conf" : 1.000000,
+	 *       "end" : 1.110000,
+	 *       "start" : 0.870000,
+	 *       "word" : "what"
+	 *     }, {
+	 *       "conf" : 1.000000,
+	 *       "end" : 1.530000,
+	 *       "start" : 1.110000,
+	 *       "word" : "zero"
+	 *     }, {
+	 *       "conf" : 1.000000,
+	 *       "end" : 1.950000,
+	 *       "start" : 1.530000,
+	 *       "word" : "zero"
+	 *     }, {
+	 *       "conf" : 1.000000,
+	 *       "end" : 2.340000,
+	 *       "start" : 1.950000,
+	 *       "word" : "zero"
+	 *     }, {
+	 *       "conf" : 1.000000,
+	 *       "end" : 2.610000,
+	 *       "start" : 2.340000,
+	 *       "word" : "one"
+	 *     }],
+	 * </pre>
+	 *
+	 * @param words - boolean value
+	 */
+	fun setOutputWordTimes(words: Boolean)
+
+	/**
+	 * Like [setOutputWordTimes] return words and confidences in partial results
+	 *
+	 * @param partialWords - boolean value
+	 */
+	fun setPartialWords(partialWords: Boolean)
+
+	/**
+	 * Set NLSML output
+	 * @param nlsml - boolean value
+	 */
+	fun setNLSML(nlsml: Boolean)
+
+	/**
+	 * Accept voice data
+	 *
+	 *  accept and process new chunk of voice data
+	 *
+	 *  @param data Audio data in PCM 16-bit mono format.
+	 *  @param length Length of the audio data.
+	 *  @returns
+	 *       1 - If silence is occurred and you can retrieve a new utterance with result method
+	 *       0 - If decoding continues
+	 *      -1 - If exception occurred
+	 */
+	@Throws(AcceptWaveformException::class)
+	fun acceptWaveform(data: ByteArray): Boolean
+
+	/**
+	 * Same as [acceptWaveform] but the version with the short data for language bindings where you have
+	 *  audio as array of shorts
+	 */
+	@Throws(AcceptWaveformException::class)
+	fun acceptWaveform(data: ShortArray): Boolean
+
+	/**
+	 * Same as [acceptWaveform] but the version with the float data for language bindings where you have
+	 *  audio as array of floats
+	 */
+	@Throws(AcceptWaveformException::class)
+	fun acceptWaveform(data: FloatArray): Boolean
+
+	/**
+	 * Returns speech recognition result
+	 *
+	 * @returns the result in JSON format which contains decoded line, decoded
+	 *          words, times in seconds and confidences. You can parse this result
+	 *          with any json parser
+	 *
+	 * <pre>
+	 *  {
+	 *    "text" : "what zero zero zero one"
+	 *  }
+	 * </pre>
+	 *
+	 * If alternatives enabled it returns result with alternatives, see also [setMaxAlternatives].
+	 *
+	 * If word times enabled returns word time, see also [setOutputWordTimes].
+	 */
+	val result: String
+
+	/**
+	 * Returns partial speech recognition
+	 *
+	 * @returns partial speech recognition text which is not yet finalized.
+	 *          result may change as recognizer process more data.
+	 *
+	 * <pre>
+	 * {
+	 *    "partial" : "cyril one eight zero"
+	 * }
+	 * </pre>
+	 */
+	val finalResult: String
+
+	/**
+	 * Returns speech recognition result. Same as result, but doesn't wait for silence
+	 *  You usually call it in the end of the stream to get final bits of audio. It
+	 *  flushes the feature pipeline, so all remaining audio chunks got processed.
+	 *
+	 *  @returns speech result in JSON format.
+	 */
+	val partialResult: String
+
+	/**
+	 * Resets the recognizer
+	 *
+	 *  Resets current results so the recognition can continue from scratch
+	 */
+	fun reset()
+
+	/**
+	 * Releases recognizer object
+	 *
+	 *  Underlying model is also unreferenced and if needed released
+	 */
+	override fun free()
+}

kotlin/src/commonMain/kotlin/org/vosk/SpeakerModel.kt

@@ -0,0 +1,40 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import org.vosk.exception.ModelException
+
+/**
+ * Speaker model is the same as model but contains the data
+ * for speaker identification.
+ *
+ * @since 26 / 12 / 2022
+ * @constructor Loads speaker model data from the file and returns the model object
+ * @param path the path of the model on the filesystem
+ * @throws ModelException if the path provided is invalid
+ */
+expect class SpeakerModel @Throws(ModelException::class) constructor(path: String) : Freeable {
+
+	/**
+	 * Releases the model memory
+	 *
+	 * The model object is reference-counted so if some recognizer
+	 * depends on this model, model might still stay alive. When
+	 * last recognizer is released, model will be released too.
+	 */
+	override fun free()
+}

kotlin/src/commonMain/kotlin/org/vosk/Vosk.kt

@@ -0,0 +1,46 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+/**
+ * 26 / 12 / 2022
+ *
+ * Control overarching features of libvosk.
+ */
+expect object Vosk {
+	/**
+	 * Set log level for Kaldi messages
+	 *
+	 *  @param logLevel the level
+	 */
+	fun setLogLevel(logLevel: LogLevel)
+
+	/**
+	 *  Init, automatically select a CUDA device and allow multithreading.
+	 *  Must be called once from the main thread.
+	 *  Has no effect if HAVE_CUDA flag is not set.
+	 */
+	fun gpuInit()
+
+
+	/**
+	 *  Init CUDA device in a multi-threaded environment.
+	 *  Must be called for each thread.
+	 *  Has no effect if HAVE_CUDA flag is not set.
+	 */
+	fun gpuThreadInit()
+}

kotlin/src/commonMain/kotlin/org/vosk/exception/IOException.kt

@@ -0,0 +1,22 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk.exception
+
+/**
+ * Internal common IO exception. On JVM this is just a type alias.
+ */
+expect open class IOException(message: String? = null) : Exception

kotlin/src/commonMain/kotlin/org/vosk/exception/ModelException.kt

@@ -0,0 +1,22 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk.exception
+
+/**
+ * Thrown when there is an exception creating a model.
+ */
+class ModelException(path: String): IOException("Failed to find model: $path")

kotlin/src/commonMain/kotlin/org/vosk/exception/RecognizerException.kt

@@ -0,0 +1,22 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk.exception
+
+/**
+ * Thrown when the recognizer fails to be created
+ */
+class RecognizerException: IOException("Failed to create recognizer.")

kotlin/src/commonMain/kotlin/org/vosk/json/Alternative.kt

@@ -0,0 +1,31 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk.json
+
+import kotlinx.serialization.Serializable
+
+/**
+ * Represents an alternative result.
+ *
+ * @since 26 / 12 / 2022
+ */
+@Serializable
+data class Alternative(
+	val confidence: Double,
+	val result: List<Result> = emptyList(),
+	val text: String
+)

kotlin/src/commonMain/kotlin/org/vosk/json/Extension.kt

@@ -0,0 +1,61 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk.json
+
+import kotlinx.serialization.decodeFromString
+import kotlinx.serialization.json.Json
+import kotlinx.serialization.json.encodeToJsonElement
+import org.vosk.Recognizer
+import org.vosk.Model
+import org.vosk.exception.RecognizerException
+
+/*
+ * 26 / 12 / 2022
+ */
+
+/**
+ * Vosk JSON encoder
+ */
+val voskJson = Json { encodeDefaults = true }
+
+/**
+ * Get the result as a JSON object
+ */
+fun Recognizer.resultAsJson(): ResultOutput =
+	voskJson.decodeFromString(result)
+
+/**
+ * Get the final result as a JSON object
+ */
+fun Recognizer.finalResultAsJson(): ResultOutput =
+	voskJson.decodeFromString(finalResult)
+
+/**
+ * Get the partial result as a JSON object
+ */
+fun Recognizer.partialResultAsJson(): PartialResultOutput =
+	voskJson.decodeFromString(partialResult)
+
+
+/**
+ * Create a [Recognizer], but using a list for grammar instead.
+ *
+ * The grammar list is converted into a JSON array
+ */
+@Throws(RecognizerException::class)
+fun Recognizer(model: Model, sampleRate: Float, grammar: List<String>) =
+	Recognizer(model, sampleRate, voskJson.encodeToJsonElement(grammar).toString())

kotlin/src/commonMain/kotlin/org/vosk/json/PartialResultOutput.kt

@@ -0,0 +1,32 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk.json
+
+import kotlinx.serialization.SerialName
+import kotlinx.serialization.Serializable
+
+/**
+ * Represents a partial result
+ *
+ * @since 26 / 12 / 2022
+ */
+@Serializable
+data class PartialResultOutput(
+	val partial: String,
+	@SerialName("partial_result")
+	val partialResult: List<Result> = emptyList(),
+)

kotlin/src/commonMain/kotlin/org/vosk/json/Result.kt

@@ -0,0 +1,32 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk.json
+
+import kotlinx.serialization.Serializable
+
+/**
+ * Represents a result for any given word.
+ *
+ * @since 26 / 12 / 2022
+ */
+@Serializable
+data class Result(
+	val conf: Double? = null,
+	val end: Double,
+	val start: Double,
+	val word: String,
+)

kotlin/src/commonMain/kotlin/org/vosk/json/ResultOutput.kt

@@ -0,0 +1,31 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk.json
+
+import kotlinx.serialization.Serializable
+
+/**
+ * Result output
+ *
+ * @since 26 / 12 / 2022
+ */
+@Serializable
+data class ResultOutput(
+	val alternatives: List<Alternative> = emptyList(),
+	val result: List<Result> = emptyList(),
+	val text: String? = null
+)

kotlin/src/commonMain/kotlin/org/vosk/json/WaveformResult.kt

@@ -0,0 +1,38 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk.json
+
+/**
+ * For extension functions transforming (input streams->recognizers) into flows.
+ */
+sealed interface WaveformResult {
+
+	/**
+	 * A result made after a period of silence.
+	 */
+	data class Result(val result: ResultOutput) : WaveformResult
+
+	/**
+	 * A partial result that is being made in progress.
+	 */
+	data class PartialResult(val result: PartialResultOutput) : WaveformResult
+
+	/**
+	 * A final result made after there is no more content to feed.
+	 */
+	data class FinalResult(val result: ResultOutput) : WaveformResult
+}

kotlin/src/jvmMain/kotlin/org/vosk/BatchModel.kt

@@ -0,0 +1,83 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import com.sun.jna.PointerType
+import org.vosk.exception.ModelException
+import java.io.File
+import java.nio.file.Path
+import kotlin.io.path.absolutePathString
+
+
+/**
+ * Batch model object
+ *
+ * @since 26 / 12 / 2022
+ */
+actual class BatchModel : Freeable, PointerType, AutoCloseable {
+
+	/**
+	 * Empty constructor for JNA
+	 */
+	constructor()
+
+	/**
+	 * Creates the batch recognizer object
+	 */
+	@Throws(ModelException::class)
+	actual constructor(path: String) : super(
+		LibVosk.vosk_batch_model_new(path) ?: throw ModelException(path)
+	)
+
+	/**
+	 * Constructor using a Path, will retrieve absolutePath
+	 *
+	 * @param path to batch model
+	 */
+	@Throws(ModelException::class)
+	constructor(path: Path) : this(path.absolutePathString())
+
+	/**
+	 * Constructor using a File, will retrieve absolutePath
+	 *
+	 * @param file to batch model
+	 */
+	@Throws(ModelException::class)
+	constructor(file: File) : this(file.absolutePath)
+
+	/**
+	 * Releases batch model object
+	 */
+	actual override fun free() {
+		LibVosk.vosk_batch_model_free(this)
+	}
+
+	/**
+	 * Wait for the processing
+	 */
+	actual fun await() {
+		LibVosk.vosk_batch_model_wait(this)
+	}
+
+	/**
+	 * @see free
+	 */
+	override fun close() {
+		free()
+	}
+
+}

kotlin/src/jvmMain/kotlin/org/vosk/BatchRecognizer.kt

@@ -0,0 +1,95 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import com.sun.jna.PointerType
+
+
+/**
+ * Batch recognizer object
+ *
+ * @since 26 / 12 / 2022
+ * @constructor Creates batch recognizer object
+ */
+actual class BatchRecognizer : Freeable, PointerType, AutoCloseable {
+
+	/**
+	 * Empty constructor for JNA
+	 */
+	constructor()
+
+	/**
+	 * Creates batch recognizer object
+	 */
+	actual constructor(model: BatchModel, sampleRate: Float) :
+			super(LibVosk.vosk_batch_recognizer_new(model, sampleRate))
+
+	/**
+	 * Releases batch recognizer object
+	 */
+	actual override fun free() {
+		LibVosk.vosk_batch_recognizer_free(this);
+	}
+
+	/**
+	 * Accept batch voice data
+	 */
+	actual fun acceptWaveform(data: ByteArray) {
+		LibVosk.vosk_batch_recognizer_accept_waveform(this, data, data.size)
+	}
+
+	/**
+	 * Set NLSML output
+	 * @param nlsml - boolean value
+	 */
+	actual fun setNLSML(nlsml: Boolean) {
+		LibVosk.vosk_batch_recognizer_set_nlsml(this, nlsml)
+	}
+
+	/**
+	 *  Closes the stream
+	 */
+	actual fun finishStream() {
+		LibVosk.vosk_batch_recognizer_finish_stream(this)
+	}
+
+	/**
+	 * Return results
+	 */
+	actual val frontResult: String
+		get() = LibVosk.vosk_batch_recognizer_front_result(this)
+
+	/**
+	 * Release and free first retrieved result
+	 */
+	actual fun pop() {
+		LibVosk.vosk_batch_recognizer_pop(this)
+	}
+
+	/**
+	 * Get amount of pending chunks for more intelligent waiting
+	 */
+	actual val pendingChunks: Int
+		get() = LibVosk.vosk_batch_recognizer_get_pending_chunks(this)
+
+	/**
+	 * @see free
+	 */
+	override fun close() {
+		free()
+	}
+}

kotlin/src/jvmMain/kotlin/org/vosk/LibVosk.kt

@@ -0,0 +1,197 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import com.sun.jna.Native
+import com.sun.jna.Platform
+import com.sun.jna.Pointer
+import java.io.File
+import java.io.IOException
+import java.io.InputStream
+import java.nio.file.Files
+import java.nio.file.StandardCopyOption
+
+/**
+ * 26 / 12 / 2022
+ */
+@Suppress("FunctionName")
+internal object LibVosk {
+
+	@JvmStatic
+	@Deprecated(
+		"LibVosk is now for internal JNA, use Vosk instead",
+		ReplaceWith("Vosk.setLogLevel(logLevel)", "org.vosk.Vosk")
+	)
+	fun setLogLevel(logLevel: LogLevel) {
+		Vosk.setLogLevel(logLevel)
+	}
+
+	@Throws(IOException::class)
+	private fun unpackDll(targetDir: File, lib: String) {
+		val source: InputStream =
+			Vosk::class.java.getResourceAsStream("/win32-x86-64/$lib.dll")!!
+
+		Files.copy(
+			source,
+			File(targetDir, "$lib.dll").toPath(),
+			StandardCopyOption.REPLACE_EXISTING
+		)
+	}
+
+	init {
+		when {
+			Platform.isAndroid() -> {
+				Native.register(LibVosk::class.java, "vosk")
+			}
+			Platform.isWindows() -> {
+				// We have to unpack dependencies
+				try {
+					// To get a tmp folder we unpack small library and mark it for deletion
+					val tmpFile: File = Native.extractFromResourcePath(
+						"/win32-x86-64/empty",
+						LibVosk::class.java.classLoader
+					)
+					val tmpDir = tmpFile.parentFile!!
+					File(tmpDir, tmpFile.name + ".x").createNewFile()
+
+					// Now unpack dependencies
+					unpackDll(tmpDir, "libwinpthread-1");
+					unpackDll(tmpDir, "libgcc_s_seh-1");
+					unpackDll(tmpDir, "libstdc++-6");
+
+				} catch (e: IOException) {
+					// Nothing for now, it will fail on next step
+				} finally {
+					Native.register(LibVosk::class.java, "libvosk");
+				}
+			}
+			else -> {
+				Native.register(LibVosk::class.java, "vosk");
+			}
+		}
+	}
+
+
+	external fun vosk_model_new(path: String): Pointer?
+
+	external fun vosk_model_free(model: Model)
+
+	external fun vosk_model_find_word(model: Model, word: String): Int
+
+
+	external fun vosk_spk_model_new(path: String): Pointer?
+
+	external fun vosk_spk_model_free(model: SpeakerModel)
+
+
+	external fun vosk_recognizer_new(model: Model, sampleRate: Float): Pointer?
+
+	external fun vosk_recognizer_new_spk(
+		model: Model,
+		sampleRate: Float,
+		spkModel: SpeakerModel
+	): Pointer?
+
+	external fun vosk_recognizer_new_grm(
+		model: Model,
+		sampleRate: Float,
+		grammar: String?
+	): Pointer?
+
+	external fun vosk_recognizer_set_spk_model(recognizer: Recognizer, spk_model: SpeakerModel)
+
+	external fun vosk_recognizer_set_grm(recognizer: Recognizer, grammar: String)
+
+	external fun vosk_recognizer_set_max_alternatives(recognizer: Recognizer, maxAlternatives: Int)
+
+	external fun vosk_recognizer_set_words(recognizer: Recognizer, words: Boolean)
+
+	external fun vosk_recognizer_set_partial_words(recognizer: Recognizer, partial_words: Boolean)
+
+	external fun vosk_recognizer_set_nlsml(recognizer: Recognizer, nlsml: Boolean)
+
+
+	external fun vosk_recognizer_accept_waveform(
+		recognizer: Recognizer,
+		data: ByteArray?,
+		len: Int
+	): Int
+
+	external fun vosk_recognizer_accept_waveform_s(
+		recognizer: Recognizer,
+		data: ShortArray?,
+		len: Int
+	): Int
+
+	external fun vosk_recognizer_accept_waveform_f(
+		recognizer: Recognizer,
+		data: FloatArray?,
+		len: Int
+	): Int
+
+
+	external fun vosk_recognizer_result(recognizer: Recognizer): String
+
+	external fun vosk_recognizer_final_result(recognizer: Recognizer): String
+
+	external fun vosk_recognizer_partial_result(recognizer: Recognizer): String
+
+
+	external fun vosk_recognizer_reset(recognizer: Recognizer)
+
+	external fun vosk_recognizer_free(recognizer: Recognizer)
+
+	external fun vosk_set_log_level(level: Int)
+
+	external fun vosk_gpu_init()
+
+	external fun vosk_gpu_thread_init()
+
+
+	external fun vosk_batch_model_new(path: String): Pointer?
+
+	external fun vosk_batch_model_free(model: BatchModel)
+
+	external fun vosk_batch_model_wait(model: BatchModel)
+
+	external fun vosk_batch_recognizer_new(batchModel: BatchModel, sampleRate: Float): Pointer
+
+	external fun vosk_batch_recognizer_free(recognizer: BatchRecognizer)
+
+	external fun vosk_batch_recognizer_accept_waveform(
+		recognizer: BatchRecognizer,
+		data: ByteArray?,
+		length: Int
+	)
+
+	external fun vosk_batch_recognizer_set_nlsml(
+		recognizer: BatchRecognizer,
+		nlsml: Boolean
+	)
+
+	external fun vosk_batch_recognizer_finish_stream(
+		recognizer: BatchRecognizer
+	)
+
+	external fun vosk_batch_recognizer_front_result(
+		recognizer: BatchRecognizer
+	): String
+
+	external fun vosk_batch_recognizer_pop(recognizer: BatchRecognizer)
+
+	external fun vosk_batch_recognizer_get_pending_chunks(recognizer: BatchRecognizer): Int
+}

kotlin/src/jvmMain/kotlin/org/vosk/Model.kt

@@ -0,0 +1,95 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import com.sun.jna.PointerType
+import org.vosk.exception.IOException
+import org.vosk.exception.ModelException
+import java.io.File
+import java.nio.file.Path
+import kotlin.io.path.absolutePathString
+
+
+/**
+ * Model stores all the data required for recognition
+ *
+ * It contains static data and can be shared across processing
+ * threads.
+ *
+ * @since 26 / 12 / 2022
+ * @constructor Loads model data from the file and returns the model object
+ * @throws IOException if the path provided is invalid
+ */
+actual class Model : Freeable, PointerType, AutoCloseable {
+
+	/**
+	 * Empty constructor for JNA
+	 */
+	constructor()
+
+	/**
+	 * Loads model data from the file and returns the model object
+	 */
+	@Throws(IOException::class)
+	actual constructor(path: String) : super(
+		LibVosk.vosk_model_new(path) ?: throw ModelException(path)
+	)
+
+	/**
+	 * Constructor using a Path, will retrieve absolutePath
+	 *
+	 * @param path to batch model
+	 */
+	@Throws(IOException::class)
+	constructor(path: Path) : this(path.absolutePathString())
+
+	/**
+	 * Constructor using a File, will retrieve absolutePath
+	 *
+	 * @param file to batch model
+	 */
+	@Throws(IOException::class)
+	constructor(file: File) : this(file.absolutePath)
+
+	/**
+	 * Check if a word can be recognized by the model
+	 * @param word: the word
+	 * @returns the word symbol if @param word exists inside the model
+	 * or -1 otherwise.
+	 * Reminding that word symbol 0 is for <epsilon>
+	 */
+	actual fun findWord(word: String): Int =
+		LibVosk.vosk_model_find_word(this, word)
+
+	/**
+	 * Releases the model memory
+	 *
+	 *  The model object is reference-counted so if some recognizer
+	 *  depends on this model, model might still stay alive. When
+	 *  last recognizer is released, model will be released too.
+	 */
+	actual override fun free() {
+		LibVosk.vosk_model_free(this)
+	}
+
+	/**
+	 * @see free
+	 */
+	override fun close() {
+		free()
+	}
+}

kotlin/src/jvmMain/kotlin/org/vosk/Recognizer.kt

@@ -0,0 +1,330 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import com.sun.jna.PointerType
+import org.vosk.exception.RecognizerException
+
+/**
+ * Recognizer object is the main object which processes data.
+ *
+ * Each recognizer usually runs in own thread and takes audio as input.
+ * Once audio is processed recognizer returns JSON object as a string
+ * which represent decoded information - words, confidences, times, n-best lists,
+ * speaker information and so on
+ *
+ * @since 26 / 12 / 2022
+ */
+actual class Recognizer : Freeable, PointerType, AutoCloseable {
+
+	/**
+	 * Empty constructor for JNA
+	 */
+	constructor()
+
+	/**
+	 * Creates the recognizer object
+	 *
+	 *  The recognizers process the speech and return text using shared model data
+	 *  @param model       VoskModel containing static data for recognizer. Model can be
+	 *                     shared across recognizers, even running in different threads.
+	 *  @param sampleRate The sample rate of the audio you going to feed into the recognizer.
+	 *                     Make sure this rate matches the audio content, it is a common
+	 *                     issue causing accuracy problems.
+	 * @throws RecognizerException if a problem occurred
+	 */
+	@Throws(RecognizerException::class)
+	actual constructor(model: Model, sampleRate: Float) :
+			super(LibVosk.vosk_recognizer_new(model, sampleRate) ?: throw RecognizerException())
+
+	/**
+	 * Creates the recognizer object with speaker recognition
+	 *
+	 *  With the speaker recognition mode the recognizer not just recognize
+	 *  text but also return speaker vectors one can use for speaker identification
+	 *
+	 *  @param model       VoskModel containing static data for recognizer. Model can be
+	 *                     shared across recognizers, even running in different threads.
+	 *  @param sampleRate The sample rate of the audio you going to feed into the recognizer.
+	 *                     Make sure this rate matches the audio content, it is a common
+	 *                     issue causing accuracy problems.
+	 *  @param speakerModel speaker model for speaker identification
+	 * @throws RecognizerException if a problem occurred
+	 */
+	@Throws(RecognizerException::class)
+	actual constructor(
+		model: Model,
+		sampleRate: Float,
+		speakerModel: SpeakerModel
+	) : super(
+		LibVosk.vosk_recognizer_new_spk(model, sampleRate, speakerModel)
+			?: throw RecognizerException()
+	)
+
+	/**
+	 * Creates the recognizer object with the phrase list
+	 *
+	 *  Sometimes when you want to improve recognition accuracy and when you don't need
+	 *  to recognize large vocabulary you can specify a list of phrases to recognize. This
+	 *  will improve recognizer speed and accuracy but might return [unk] if user said
+	 *  something different.
+	 *
+	 *  Only recognizers with lookahead models support this type of quick configuration.
+	 *  Precompiled HCLG graph models are not supported.
+	 *
+	 *  @param model       VoskModel containing static data for recognizer. Model can be
+	 *                     shared across recognizers, even running in different threads.
+	 *  @param sampleRate The valuesample rate of the audio you going to feed into the recognizer.
+	 *                     Make sure this rate matches the audio content, it is a common
+	 *                     issue causing accuracy problems.
+	 *  @param grammar The string with the list of phrases to recognize as JSON array of strings,
+	 *                 for example "["one two three four five", "[unk]"]".
+	 *
+	 * @throws RecognizerException if a problem occurred
+	 */
+	@Throws(RecognizerException::class)
+	actual constructor(
+		model: Model,
+		sampleRate: Float,
+		grammar: String
+	) : super(
+		LibVosk.vosk_recognizer_new_grm(model, sampleRate, grammar) ?: throw RecognizerException()
+	)
+
+	/**
+	 * JVM analog of Kotlin extension
+	 * @see [org.vosk.json.Recognizer]
+	 */
+	@Throws(RecognizerException::class)
+	constructor(
+		model: Model,
+		sampleRate: Float,
+		grammar: List<String>
+	) : super(
+		// We need the full qualifer to avoid any build issues
+		@Suppress("RemoveRedundantQualifierName")
+		org.vosk.json.Recognizer(model, sampleRate, grammar).pointer
+	)
+
+	/**
+	 * Adds speaker model to already initialized recognizer
+	 *
+	 * Can add speaker recognition model to already created recognizer. Helps to initialize
+	 * speaker recognition for grammar-based recognizer.
+	 *
+	 * @param speakerModel Speaker recognition model
+	 */
+	actual fun setSpeakerModel(speakerModel: SpeakerModel) {
+		LibVosk.vosk_recognizer_set_spk_model(this, speakerModel)
+	}
+
+	/**
+	 * Reconfigures recognizer to use grammar
+	 *
+	 * @param grammar      Set of phrases in JSON array of strings or "[]" to use default model graph.
+	 *                     See also vosk_recognizer_new_grm
+	 */
+	actual fun setGrammar(grammar: String) {
+		LibVosk.vosk_recognizer_set_grm(this, grammar)
+	}
+
+	/**
+	 * Configures recognizer to output n-best results
+	 *
+	 * <pre>
+	 *   {
+	 *      "alternatives": [
+	 *          { "text": "one two three four five", "confidence": 0.97 },
+	 *          { "text": "one two three for five", "confidence": 0.03 },
+	 *      ]
+	 *   }
+	 * </pre>
+	 *
+	 * @param maxAlternatives - maximum alternatives to return from recognition results
+	 */
+	actual fun setMaxAlternatives(maxAlternatives: Int) {
+		LibVosk.vosk_recognizer_set_max_alternatives(this, maxAlternatives)
+	}
+
+	/**
+	 * Enables words with times in the output
+	 *
+	 * <pre>
+	 *   "result" : [{
+	 *       "conf" : 1.000000,
+	 *       "end" : 1.110000,
+	 *       "start" : 0.870000,
+	 *       "word" : "what"
+	 *     }, {
+	 *       "conf" : 1.000000,
+	 *       "end" : 1.530000,
+	 *       "start" : 1.110000,
+	 *       "word" : "zero"
+	 *     }, {
+	 *       "conf" : 1.000000,
+	 *       "end" : 1.950000,
+	 *       "start" : 1.530000,
+	 *       "word" : "zero"
+	 *     }, {
+	 *       "conf" : 1.000000,
+	 *       "end" : 2.340000,
+	 *       "start" : 1.950000,
+	 *       "word" : "zero"
+	 *     }, {
+	 *       "conf" : 1.000000,
+	 *       "end" : 2.610000,
+	 *       "start" : 2.340000,
+	 *       "word" : "one"
+	 *     }],
+	 * </pre>
+	 *
+	 * @param words - boolean value
+	 */
+	actual fun setOutputWordTimes(words: Boolean) {
+		LibVosk.vosk_recognizer_set_words(this, words)
+	}
+
+	/**
+	 * Like [setOutputWordTimes] return words and confidences in partial results
+	 *
+	 * @param partialWords - boolean value
+	 */
+	actual fun setPartialWords(partialWords: Boolean) {
+		LibVosk.vosk_recognizer_set_partial_words(this, partialWords)
+	}
+
+	/**
+	 * Set NLSML output
+	 * @param nlsml - boolean value
+	 */
+	actual fun setNLSML(nlsml: Boolean) {
+		LibVosk.vosk_recognizer_set_nlsml(this, nlsml)
+	}
+
+	/**
+	 * Accept voice data
+	 *
+	 *  accept and process new chunk of voice data
+	 *
+	 *  @param data Audio data in PCM 16-bit mono format.
+	 *  @param length Length of the audio data.
+	 *  @returns
+	 *       1 - If silence is occurred and you can retrieve a new utterance with result method
+	 *       0 - If decoding continues
+	 *      -1 - If exception occurred
+	 */
+	@Throws(AcceptWaveformException::class)
+	actual fun acceptWaveform(data: ByteArray): Boolean {
+		val result = LibVosk.vosk_recognizer_accept_waveform(this, data, data.size)
+		if (result == -1) throw AcceptWaveformException(data)
+		return result == 1
+	}
+
+	/**
+	 * Same as [acceptWaveform] but the version with the short data for language bindings where you have
+	 *  audio as array of shorts
+	 */
+	@Throws(AcceptWaveformException::class)
+	actual fun acceptWaveform(data: ShortArray): Boolean {
+		val result = LibVosk.vosk_recognizer_accept_waveform_s(this, data, data.size)
+		if (result == -1) throw AcceptWaveformException(data)
+		return result == 1
+	}
+
+	/**
+	 * Same as [acceptWaveform] but the version with the float data for language bindings where you have
+	 *  audio as array of floats
+	 */
+	@Throws(AcceptWaveformException::class)
+	actual fun acceptWaveform(data: FloatArray): Boolean {
+		val result = LibVosk.vosk_recognizer_accept_waveform_f(this, data, data.size)
+		if (result == -1) throw AcceptWaveformException(data)
+		return result == 1
+	}
+
+
+	/**
+	 * Returns speech recognition result
+	 *
+	 * @returns the result in JSON format which contains decoded line, decoded
+	 *          words, times in seconds and confidences. You can parse this result
+	 *          with any json parser
+	 *
+	 * <pre>
+	 *  {
+	 *    "text" : "what zero zero zero one"
+	 *  }
+	 * </pre>
+	 *
+	 * If alternatives enabled it returns result with alternatives, see also [setMaxAlternatives].
+	 *
+	 * If word times enabled returns word time, see also [setOutputWordTimes].
+	 */
+	actual val result: String
+		get() = LibVosk.vosk_recognizer_result(this)
+
+	/**
+	 * Returns partial speech recognition
+	 *
+	 * @returns partial speech recognition text which is not yet finalized.
+	 *          result may change as recognizer process more data.
+	 *
+	 * <pre>
+	 * {
+	 *    "partial" : "cyril one eight zero"
+	 * }
+	 * </pre>
+	 */
+	actual val finalResult: String
+		get() = LibVosk.vosk_recognizer_final_result(this)
+
+	/**
+	 * Returns speech recognition result. Same as result, but doesn't wait for silence
+	 *  You usually call it in the end of the stream to get final bits of audio. It
+	 *  flushes the feature pipeline, so all remaining audio chunks got processed.
+	 *
+	 *  @returns speech result in JSON format.
+	 */
+	actual val partialResult: String
+		get() = LibVosk.vosk_recognizer_partial_result(this)
+
+	/**
+	 * Resets the recognizer
+	 *
+	 *  Resets current results so the recognition can continue from scratch
+	 */
+	actual fun reset() {
+		LibVosk.vosk_recognizer_reset(this)
+	}
+
+	/**
+	 * Releases recognizer object
+	 *
+	 *  Underlying model is also unreferenced and if needed released
+	 */
+	actual override fun free() {
+		LibVosk.vosk_recognizer_free(this)
+	}
+
+	/**
+	 * @see free
+	 */
+	override fun close() {
+		free()
+	}
+
+}

kotlin/src/jvmMain/kotlin/org/vosk/SpeakerModel.kt

@@ -0,0 +1,84 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import com.sun.jna.PointerType
+import org.vosk.exception.ModelException
+import java.io.File
+import java.nio.file.Path
+import kotlin.io.path.absolutePathString
+
+/**
+ * Speaker model is the same as model but contains the data
+ * for speaker identification.
+ *
+ * @since 26 / 12 / 2022
+ * @constructor Loads speaker model data from the file and returns the model object
+ * @throws ModelException if the path provided is invalid
+ */
+actual class SpeakerModel : Freeable, PointerType, AutoCloseable {
+
+	/**
+	 * Empty constructor for JNA
+	 */
+	constructor()
+
+	/**
+	 * Loads speaker model data from the file and returns the model object
+	 *
+	 * @param path the path of the model on the filesystem
+	 */
+	@Throws(ModelException::class)
+	actual constructor(path: String) : super(
+		LibVosk.vosk_spk_model_new(path) ?: throw ModelException(path)
+	)
+
+	/**
+	 * Constructor using a Path, will retrieve absolutePath
+	 *
+	 * @param path to batch model
+	 */
+	@Throws(ModelException::class)
+	constructor(path: Path) : this(path.absolutePathString())
+
+	/**
+	 * Constructor using a File, will retrieve absolutePath
+	 *
+	 * @param file to batch model
+	 */
+	@Throws(ModelException::class)
+	constructor(file: File) : this(file.absolutePath)
+
+	/**
+	 * Releases the model memory
+	 *
+	 * The model object is reference-counted so if some recognizer
+	 * depends on this model, model might still stay alive. When
+	 * last recognizer is released, model will be released too.
+	 */
+	actual override fun free() {
+		LibVosk.vosk_spk_model_free(this)
+	}
+
+	/**
+	 * @see free
+	 */
+	override fun close() {
+		free()
+	}
+
+}

kotlin/src/jvmMain/kotlin/org/vosk/Vosk.kt

@@ -0,0 +1,55 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+
+/**
+ * 26 / 12 / 2022
+ *
+ * Control overarching features of libvosk.
+ */
+actual object Vosk {
+	/**
+	 * Set log level for Kaldi messages
+	 *
+	 *  @param logLevel the level
+	 */
+	@JvmStatic
+	actual fun setLogLevel(logLevel: LogLevel) {
+		LibVosk.vosk_set_log_level(logLevel.value)
+	}
+
+	/**
+	 *  Init, automatically select a CUDA device and allow multithreading.
+	 *  Must be called once from the main thread.
+	 *  Has no effect if HAVE_CUDA flag is not set.
+	 */
+	@JvmStatic
+	actual fun gpuInit() {
+		LibVosk.vosk_gpu_init()
+	}
+
+	/**
+	 *  Init CUDA device in a multi-threaded environment.
+	 *  Must be called for each thread.
+	 *  Has no effect if HAVE_CUDA flag is not set.
+	 */
+	@JvmStatic
+	actual fun gpuThreadInit() {
+		LibVosk.vosk_gpu_thread_init()
+	}
+}

kotlin/src/jvmMain/kotlin/org/vosk/WaveformExt.kt

@@ -0,0 +1,55 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import kotlinx.coroutines.Dispatchers
+import kotlinx.coroutines.flow.Flow
+import kotlinx.coroutines.flow.flowOn
+import kotlinx.coroutines.flow.map
+import org.vosk.json.WaveformResult
+import org.vosk.json.finalResultAsJson
+import org.vosk.json.partialResultAsJson
+import org.vosk.json.resultAsJson
+
+/**
+ * Feed an [Flow] of [ByteArray] into a [Recognizer].
+ *
+ * The returned flow will emit an [WaveformResult] for each result parsed.
+ *
+ * This expects a null terminator to signify the end of a stream.
+ *
+ * This will not close the [recognizer] at the end of reading.
+ *
+ * Any exceptions will be fed into the flow,
+ *  and should be collected via [kotlinx.coroutines.flow.catch].
+ *
+ * Flows on [Dispatchers.IO] to prevent blocking the main thread.
+ *
+ * @see [Recognizer.acceptWaveform]
+ */
+fun Flow<ByteArray?>.feed(recognizer: Recognizer): Flow<WaveformResult> =
+	map {
+		if (it != null) {
+			if (recognizer.acceptWaveform(it)) {
+				WaveformResult.Result(recognizer.resultAsJson())
+			} else {
+				WaveformResult.PartialResult(recognizer.partialResultAsJson())
+			}
+		} else {
+			WaveformResult.FinalResult(recognizer.finalResultAsJson())
+		}
+	}.flowOn(Dispatchers.IO)

kotlin/src/jvmMain/kotlin/org/vosk/exception/IOException.kt

@@ -0,0 +1,22 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk.exception
+
+/**
+ * Analog of [java.io.IOException]
+ */
+actual typealias IOException = java.io.IOException

kotlin/src/jvmTest/kotlin/DecoderTest.kt

@@ -0,0 +1,212 @@
+/*
+ * Copyright 2023 Alpha Cephei Inc.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+import kotlinx.coroutines.*
+import kotlinx.coroutines.flow.*
+import kotlinx.coroutines.test.runTest
+import org.vosk.*
+import java.io.BufferedInputStream
+import java.io.FileInputStream
+import java.io.IOException
+import java.nio.ByteBuffer
+import java.nio.ByteOrder
+import javax.sound.sampled.AudioSystem
+import javax.sound.sampled.UnsupportedAudioFileException
+import kotlin.test.Test
+
+class DecoderTest {
+	val modelPath = System.getenv("MODEL")
+	val testFile = System.getenv("AUDIO")
+
+	init {
+		System.load(System.getenv("LIBRARY"))
+		Vosk.setLogLevel(LogLevel.DEBUG)
+	}
+
+	@Test
+	fun grammarList() {
+		Model(modelPath).use { model ->
+			Recognizer(model, 16000f, listOf("one")).apply {
+				setMaxAlternatives(10)
+				setOutputWordTimes(true)
+				setPartialWords(true)
+			}
+		}
+	}
+
+	@Test
+	@Throws(IOException::class, UnsupportedAudioFileException::class)
+	fun decoderTest() {
+		Model(modelPath).use { model ->
+			AudioSystem.getAudioInputStream(BufferedInputStream(FileInputStream(testFile)))
+				.use { ais ->
+					Recognizer(model, 16000f).apply {
+						setMaxAlternatives(10)
+						setOutputWordTimes(true)
+						setPartialWords(true)
+					}.use { recognizer ->
+						val b = ByteArray(4096)
+						while (ais.read(b) >= 0) {
+							if (recognizer.acceptWaveform(b)) {
+								println(recognizer.result)
+							} else {
+								println(recognizer.partialResult)
+							}
+						}
+						println(recognizer.finalResult)
+					}
+				}
+		}
+	}
+
+	@OptIn(ExperimentalCoroutinesApi::class)
+	@Test
+	@Throws(IOException::class, UnsupportedAudioFileException::class)
+	fun decoderTestFlow() = runTest {
+		Model(modelPath).use { model ->
+			Recognizer(model, 16000f).apply {
+				setMaxAlternatives(10)
+				setOutputWordTimes(true)
+				setPartialWords(true)
+			}.use { recognizer ->
+				AudioSystem.getAudioInputStream(BufferedInputStream(FileInputStream(testFile)))
+					.use { ais ->
+						flow {
+							val b = ByteArray(4096)
+							while (ais.read(b) >= 0) {
+								emit(b)
+							}
+							emit(null)
+						}.flowOn(Dispatchers.IO)
+							.feed(recognizer)
+							.collect {
+								println(it)
+							}
+					}
+			}
+		}
+	}
+
+	/**
+	 * This test aims to simulate the situation for Dicio,
+	 *  In which we can receive the audio input stream before the recognizer is setup.
+	 *
+	 *  It is recommended to use a large model on desktop to properly see how long it takes to load up.
+	 */
+	@Test
+	@Throws(IOException::class, UnsupportedAudioFileException::class)
+	fun decoderTestFlowBuffered() {
+		// Scope to buffer into
+		val scope = CoroutineScope(Dispatchers.IO)
+
+		AudioSystem.getAudioInputStream(BufferedInputStream(FileInputStream(testFile))).use { ais ->
+			val byteFlow = flow {
+				val b = ByteArray(4096)
+				while (ais.read(b) >= 0) {
+					emit(b)
+				}
+				emit(null)
+			}.flowOn(Dispatchers.IO)
+				.shareIn(scope, SharingStarted.Eagerly, 100)
+
+			// Tell us the current buffer size
+			println("Buffered size:" + byteFlow.replayCache.size)
+
+			var startTime = System.currentTimeMillis()
+
+			Model(modelPath).use { model ->
+				var resultTime = System.currentTimeMillis() - startTime
+				println("Model initialized in: $resultTime")
+				startTime = System.currentTimeMillis()
+
+				Recognizer(model, 16000f).apply {
+					setMaxAlternatives(10)
+					setOutputWordTimes(true)
+					setPartialWords(true)
+				}.use { recognizer ->
+					resultTime = System.currentTimeMillis() - startTime
+					println("Recognizer initialized in: $resultTime")
+					println("Buffered size:" + byteFlow.replayCache.size)
+
+					runBlocking {
+						byteFlow
+							.feed(recognizer)
+							.take(byteFlow.replayCache.size)
+							.collect {
+								println(it)
+							}
+					}
+				}
+			}
+		}
+	}
+
+	@Test
+	@Throws(IOException::class, UnsupportedAudioFileException::class)
+	fun decoderTestShort() {
+		Model(modelPath).use { model ->
+			AudioSystem.getAudioInputStream(BufferedInputStream(FileInputStream(testFile)))
+				.use { ais ->
+					Recognizer(model, 16000f).use { recognizer ->
+						val b = ByteArray(4096)
+						val s = ShortArray(2048)
+						while (ais.read(b) >= 0) {
+							ByteBuffer.wrap(b).order(ByteOrder.LITTLE_ENDIAN).asShortBuffer().get(s)
+							if (recognizer.acceptWaveform(s)) {
+								println(recognizer.result)
+							} else {
+								println(recognizer.partialResult)
+							}
+						}
+						println(recognizer.finalResult)
+					}
+				}
+		}
+	}
+
+	@Test
+	@Throws(IOException::class, UnsupportedAudioFileException::class)
+	fun decoderTestGrammar() {
+		Model(modelPath).use { model ->
+			AudioSystem.getAudioInputStream(BufferedInputStream(FileInputStream(testFile)))
+				.use { ais ->
+					Recognizer(
+						model, 16000f, "[\"one two three four five six seven eight nine zero oh\"]"
+					).use { recognizer ->
+						val b = ByteArray(4096)
+						while (ais.read(b) >= 0) {
+							if (recognizer.acceptWaveform(b)) {
+								println(recognizer.result)
+							} else {
+								println(recognizer.partialResult)
+							}
+						}
+						println(recognizer.finalResult)
+					}
+				}
+		}
+	}
+
+	@Test
+	fun decoderTestException() {
+		try {
+			val model = Model("model_missing")
+			assert(false)
+		} catch (e: IOException) {
+			assert(true)
+		}
+	}
+}

kotlin/src/nativeInterop/cinterop/libvosk.def

@@ -0,0 +1,25 @@
+headers = libvosk/vosk_api.h
+package = libvosk
+
+noStringConversion = \
+	vosk_batch_recognizer_accept_waveform \
+	vosk_recognizer_accept_waveform
+
+compilerOpts.linux = \
+	-I/usr/include/libvosk/ \
+	-I/usr/local/include/libvosk/ \
+	-I/usr/include/ \
+	-I/usr/local/include/
+
+compilerOpts.linux_x64 = \
+	-I/usr/lib64/libvosk/ \
+    -I/usr/local/lib64/libvosk/
+
+linkerOpts.linux = \
+	-L/usr/lib/ \
+	-L/usr/local/lib/ \
+	-llibvosk
+
+linkerOpts.linux_x64 = \
+	-L/usr/lib64/ \
+	-L/usr/local/lib64/

kotlin/src/nativeMain/kotlin/org/vosk/BatchModel.kt

@@ -0,0 +1,50 @@
+/*
+ * Copyright 2020 Alpha Cephei Inc. & Doomsdayrs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import cnames.structs.VoskBatchModel
+import kotlinx.cinterop.CPointer
+import libvosk.vosk_batch_model_free
+import libvosk.vosk_batch_model_new
+import libvosk.vosk_batch_model_wait
+
+/**
+ * Batch model object
+ *
+ * 26 / 12 / 2022
+ */
+actual class BatchModel(val pointer: CPointer<VoskBatchModel>) : Freeable {
+	/**
+	 * Creates the batch recognizer object
+	 */
+	@Throws(IOException::class)
+	actual constructor(path: String) : this(vosk_batch_model_new(path) ?: throw ioException(path))
+
+	/**
+	 *  Releases batch model object
+	 */
+	actual override fun free() {
+		vosk_batch_model_free(pointer)
+	}
+
+	/**
+	 * Wait for the processing
+	 */
+	actual fun await() {
+		vosk_batch_model_wait(pointer)
+	}
+}

kotlin/src/nativeMain/kotlin/org/vosk/BatchRecognizer.kt

@@ -0,0 +1,86 @@
+/*
+ * Copyright 2020 Alpha Cephei Inc. & Doomsdayrs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import cnames.structs.VoskBatchRecognizer
+import kotlinx.cinterop.CPointer
+import kotlinx.cinterop.toCValues
+import kotlinx.cinterop.toKString
+import libvosk.*
+
+/**
+ * Batch recognizer object
+ *
+ * 26 / 12 / 2022
+ */
+actual class BatchRecognizer(val pointer: CPointer<VoskBatchRecognizer>) : Freeable {
+	/**
+	 * Creates batch recognizer object
+	 */
+	actual constructor(
+		model: BatchModel,
+		sampleRate: Float
+	) : this(vosk_batch_recognizer_new(model.pointer, sampleRate)!!)
+
+	/**
+	 * Releases batch recognizer object
+	 */
+	actual override fun free() {
+		vosk_batch_recognizer_free(pointer)
+	}
+
+	/**
+	 * Accept batch voice data
+	 */
+	actual fun acceptWaveform(data: ByteArray) {
+		vosk_batch_recognizer_accept_waveform(pointer, data.toCValues(), data.size)
+	}
+
+	/**
+	 * Set NLSML output
+	 * @param nlsml - boolean value
+	 */
+	actual fun setNLSML(nlsml: Boolean) {
+		vosk_batch_recognizer_set_nlsml(pointer, nlsml.toInt())
+	}
+
+	/**
+	 *  Closes the stream
+	 */
+	actual fun finishStream() {
+		vosk_batch_recognizer_finish_stream(pointer)
+	}
+
+	/**
+	 * Return results
+	 */
+	actual val frontResult: String
+		get() = vosk_batch_recognizer_front_result(pointer)!!.toKString()
+
+	/**
+	 * Release and free first retrieved result
+	 */
+	actual fun pop() {
+		vosk_batch_recognizer_pop(pointer)
+	}
+
+	/**
+	 * Get amount of pending chunks for more intelligent waiting
+	 */
+	actual val pendingChunks: Int
+		get() = vosk_batch_recognizer_get_pending_chunks(pointer)
+}

kotlin/src/nativeMain/kotlin/org/vosk/FreeableExt.kt

@@ -0,0 +1,23 @@
+/*
+ * Copyright 2020 Alpha Cephei Inc. & Doomsdayrs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+/**
+ * Use a [Freeable], then immediately free it and return any values.
+ */
+fun <T : Freeable, R> T.use(block: (T) -> R): R =
+	block(this).also { free() }

kotlin/src/nativeMain/kotlin/org/vosk/IOException.kt

@@ -0,0 +1,3 @@
+package org.vosk
+
+actual class IOException actual constructor(message: String?) : Exception()

kotlin/src/nativeMain/kotlin/org/vosk/Model.kt

@@ -0,0 +1,63 @@
+/*
+ * Copyright 2020 Alpha Cephei Inc. & Doomsdayrs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import cnames.structs.VoskModel
+import kotlinx.cinterop.CPointer
+import libvosk.vosk_model_find_word
+import libvosk.vosk_model_free
+import libvosk.vosk_model_new
+
+/**
+ * Model stores all the data required for recognition
+ *
+ * It contains static data and can be shared across processing
+ * threads.
+ *
+ * 26 / 12 / 2022
+ */
+actual class Model(val pointer: CPointer<VoskModel>) : Freeable {
+	/**
+	 * Loads model data from the file and returns the model object
+	 *
+	 * @param path: the path of the model on the filesystem
+	 * @returns model object or NULL if problem occured
+	 */
+	@Throws(IOException::class)
+	actual constructor(path: String) : this(vosk_model_new(path) ?: throw ioException(path))
+
+	/**
+	 * Check if a word can be recognized by the model
+	 * @param word: the word
+	 * @returns the word symbol if @param word exists inside the model
+	 * or -1 otherwise.
+	 * Reminding that word symbol 0 is for <epsilon>
+	 */
+	actual fun findWord(word: String): Int =
+		vosk_model_find_word(pointer, word)
+
+	/**
+	 * Releases the model memory
+	 *
+	 *  The model object is reference-counted so if some recognizer
+	 *  depends on this model, model might still stay alive. When
+	 *  last recognizer is released, model will be released too.
+	 */
+	actual override fun free() {
+		vosk_model_free(pointer)
+	}
+}

kotlin/src/nativeMain/kotlin/org/vosk/Recognizer.kt

@@ -0,0 +1,310 @@
+/*
+ * Copyright 2020 Alpha Cephei Inc. & Doomsdayrs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import kotlinx.cinterop.CPointer
+import kotlinx.cinterop.toCValues
+import kotlinx.cinterop.toKString
+import libvosk.*
+
+/**
+ * Recognizer object is the main object which processes data.
+ *
+ * Each recognizer usually runs in own thread and takes audio as input.
+ * Once audio is processed recognizer returns JSON object as a string
+ * which represent decoded information - words, confidences, times, n-best lists,
+ * speaker information and so on
+ *
+ * 26 / 12 / 2022
+ */
+actual class Recognizer(val pointer: CPointer<VoskRecognizer>) : Freeable {
+	/**
+	 * Creates the recognizer object
+	 *
+	 *  The recognizers process the speech and return text using shared model data
+	 *  @param model       VoskModel containing static data for recognizer. Model can be
+	 *                     shared across recognizers, even running in different threads.
+	 *  @param sampleRate The sample rate of the audio you going to feed into the recognizer.
+	 *                     Make sure this rate matches the audio content, it is a common
+	 *                     issue causing accuracy problems.
+	 *  @returns recognizer object or NULL if problem occured
+	 */
+	actual constructor(
+		model: Model,
+		sampleRate: Float
+	) : this(
+		vosk_recognizer_new(
+			model.pointer,
+			sampleRate
+		)!!
+	)
+
+	/**
+	 * Creates the recognizer object with speaker recognition
+	 *
+	 *  With the speaker recognition mode the recognizer not just recognize
+	 *  text but also return speaker vectors one can use for speaker identification
+	 *
+	 *  @param model       VoskModel containing static data for recognizer. Model can be
+	 *                     shared across recognizers, even running in different threads.
+	 *  @param sampleRate The sample rate of the audio you going to feed into the recognizer.
+	 *                     Make sure this rate matches the audio content, it is a common
+	 *                     issue causing accuracy problems.
+	 *  @param speakerModel speaker model for speaker identification
+	 *  @returns recognizer object or NULL if problem occured
+	 */
+	actual constructor(
+		model: Model,
+		sampleRate: Float,
+		speakerModel: SpeakerModel
+	) : this(
+		vosk_recognizer_new_spk(
+			model.pointer,
+			sampleRate,
+			speakerModel.pointer
+		)!!
+	)
+
+	/**
+	 * Creates the recognizer object with the phrase list
+	 *
+	 *  Sometimes when you want to improve recognition accuracy and when you don't need
+	 *  to recognize large vocabulary you can specify a list of phrases to recognize. This
+	 *  will improve recognizer speed and accuracy but might return [unk] if user said
+	 *  something different.
+	 *
+	 *  Only recognizers with lookahead models support this type of quick configuration.
+	 *  Precompiled HCLG graph models are not supported.
+	 *
+	 *  @param model       VoskModel containing static data for recognizer. Model can be
+	 *                     shared across recognizers, even running in different threads.
+	 *  @param sampleRate The sample rate of the audio you going to feed into the recognizer.
+	 *                     Make sure this rate matches the audio content, it is a common
+	 *                     issue causing accuracy problems.
+	 *  @param grammar The string with the list of phrases to recognize as JSON array of strings,
+	 *                 for example "["one two three four five", "[unk]"]".
+	 *
+	 *  @returns recognizer object or NULL if problem occured
+	 */
+	actual constructor(
+		model: Model,
+		sampleRate: Float,
+		grammar: String
+	) : this(
+		vosk_recognizer_new_grm(
+			model.pointer,
+			sampleRate,
+			grammar
+		)!!
+	)
+
+	/**
+	 * Adds speaker model to already initialized recognizer
+	 *
+	 * Can add speaker recognition model to already created recognizer. Helps to initialize
+	 * speaker recognition for grammar-based recognizer.
+	 *
+	 * @param speakerModel Speaker recognition model
+	 */
+	actual fun setSpeakerModel(speakerModel: SpeakerModel) {
+		vosk_recognizer_set_spk_model(pointer, speakerModel.pointer)
+	}
+
+	/**
+	 * Reconfigures recognizer to use grammar
+	 *
+	 * @param grammar      Set of phrases in JSON array of strings or "[]" to use default model graph.
+	 *                     See also vosk_recognizer_new_grm
+	 */
+	actual fun setGrammar(grammar: String) {
+		vosk_recognizer_set_grm(pointer, grammar)
+	}
+
+	/**
+	 * Configures recognizer to output n-best results
+	 *
+	 * <pre>
+	 *   {
+	 *      "alternatives": [
+	 *          { "text": "one two three four five", "confidence": 0.97 },
+	 *          { "text": "one two three for five", "confidence": 0.03 },
+	 *      ]
+	 *   }
+	 * </pre>
+	 *
+	 * @param maxAlternatives - maximum alternatives to return from recognition results
+	 */
+	actual fun setMaxAlternatives(maxAlternatives: Int) {
+		vosk_recognizer_set_max_alternatives(pointer, maxAlternatives)
+	}
+
+	/**
+	 * Enables words with times in the output
+	 *
+	 * <pre>
+	 *   "result" : [{
+	 *       "conf" : 1.000000,
+	 *       "end" : 1.110000,
+	 *       "start" : 0.870000,
+	 *       "word" : "what"
+	 *     }, {
+	 *       "conf" : 1.000000,
+	 *       "end" : 1.530000,
+	 *       "start" : 1.110000,
+	 *       "word" : "zero"
+	 *     }, {
+	 *       "conf" : 1.000000,
+	 *       "end" : 1.950000,
+	 *       "start" : 1.530000,
+	 *       "word" : "zero"
+	 *     }, {
+	 *       "conf" : 1.000000,
+	 *       "end" : 2.340000,
+	 *       "start" : 1.950000,
+	 *       "word" : "zero"
+	 *     }, {
+	 *       "conf" : 1.000000,
+	 *       "end" : 2.610000,
+	 *       "start" : 2.340000,
+	 *       "word" : "one"
+	 *     }],
+	 * </pre>
+	 *
+	 * @param words - boolean value
+	 */
+	actual fun setWords(words: Boolean) {
+		vosk_recognizer_set_words(pointer, words.toInt())
+	}
+
+	/**
+	 * Like above return words and confidences in partial results
+	 *
+	 * @param partialWords - boolean value
+	 */
+	actual fun setPartialWords(partialWords: Boolean) {
+		vosk_recognizer_set_partial_words(pointer, partialWords.toInt())
+	}
+
+	/**
+	 * Set NLSML output
+	 * @param nlsml - boolean value
+	 */
+	actual fun setNLSML(nlsml: Boolean) {
+		vosk_recognizer_set_nlsml(pointer, nlsml.toInt())
+	}
+
+	/**
+	 * Accept voice data
+	 *
+	 *  accept and process new chunk of voice data
+	 *
+	 *  @param data - audio data in PCM 16-bit mono format
+	 *  @param length - length of the audio data
+	 *  @returns 1 if silence is occured and you can retrieve a new utterance with result method
+	 *           0 if decoding continues
+	 *           -1 if exception occured
+	 */
+	@Throws(AcceptWaveformException::class)
+	actual fun acceptWaveform(data: ByteArray): Boolean {
+		val result = vosk_recognizer_accept_waveform(pointer, data.toCValues(), data.size)
+		if (result == -1) throw AcceptWaveformException(data)
+		return result == 1
+	}
+
+	/**
+	 * Same as above but the version with the short data for language bindings where you have
+	 *  audio as array of shorts
+	 */
+	@Throws(AcceptWaveformException::class)
+	actual fun acceptWaveform(data: ShortArray): Boolean {
+		val result = vosk_recognizer_accept_waveform_s(pointer, data.toCValues(), data.size)
+		if (result == -1) throw AcceptWaveformException(data)
+		return result == 1
+	}
+
+	/**
+	 * Same as above but the version with the float data for language bindings where you have
+	 *  audio as array of floats
+	 */
+	@Throws(AcceptWaveformException::class)
+	actual fun acceptWaveform(data: FloatArray): Boolean {
+		val result = vosk_recognizer_accept_waveform_f(pointer, data.toCValues(), data.size)
+		if (result == -1) throw AcceptWaveformException(data)
+		return result == 1
+	}
+
+	/**
+	 * Returns speech recognition result
+	 *
+	 * @returns the result in JSON format which contains decoded line, decoded
+	 *          words, times in seconds and confidences. You can parse this result
+	 *          with any json parser
+	 *
+	 * <pre>
+	 *  {
+	 *    "text" : "what zero zero zero one"
+	 *  }
+	 * </pre>
+	 *
+	 * If alternatives enabled it returns result with alternatives, see also vosk_recognizer_set_max_alternatives().
+	 *
+	 * If word times enabled returns word time, see also vosk_recognizer_set_word_times().
+	 */
+	actual val result: String
+		get() = vosk_recognizer_result(pointer)!!.toKString()
+
+	/**
+	 * Returns partial speech recognition
+	 *
+	 * @returns partial speech recognition text which is not yet finalized.
+	 *          result may change as recognizer process more data.
+	 *
+	 * <pre>
+	 * {
+	 *    "partial" : "cyril one eight zero"
+	 * }
+	 * </pre>
+	 */
+	actual val finalResult: String
+		get() = vosk_recognizer_result(pointer)!!.toKString()
+
+	/**
+	 * Returns speech recognition result. Same as result, but doesn't wait for silence
+	 *  You usually call it in the end of the stream to get final bits of audio. It
+	 *  flushes the feature pipeline, so all remaining audio chunks got processed.
+	 *
+	 *  @returns speech result in JSON format.
+	 */
+	actual val partialResult: String
+		get() = vosk_recognizer_partial_result(pointer)!!.toKString()
+
+	/**
+	 * Resets the recognizer
+	 *
+	 *  Resets current results so the recognition can continue from scratch */
+	actual fun reset() {
+		vosk_recognizer_reset(pointer)
+	}
+
+	/**
+	 * Releases recognizer object
+	 *
+	 *  Underlying model is also unreferenced and if needed released */
+	actual override fun free() {
+		vosk_recognizer_free(pointer)
+	}
+}

kotlin/src/nativeMain/kotlin/org/vosk/SpeakerModel.kt

@@ -0,0 +1,50 @@
+/*
+ * Copyright 2020 Alpha Cephei Inc. & Doomsdayrs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import cnames.structs.VoskSpkModel
+import kotlinx.cinterop.CPointer
+import libvosk.vosk_spk_model_free
+import libvosk.vosk_spk_model_new
+
+/**
+ * Speaker model is the same as model but contains the data
+ * for speaker identification.
+ *
+ * 26 / 12 / 2022
+ */
+actual class SpeakerModel(val pointer: CPointer<VoskSpkModel>) : Freeable {
+	/**
+	 * Loads speaker model data from the file and returns the model object
+	 *
+	 * @param path: the path of the model on the filesystem
+	 * @returns model object or NULL if problem occurred
+	 */
+	@Throws(IOException::class)
+	actual constructor(path: String) : this(vosk_spk_model_new(path) ?: throw ioException(path))
+
+	/**
+	 * Releases the model memory
+	 *
+	 * The model object is reference-counted so if some recognizer
+	 * depends on this model, model might still stay alive. When
+	 * last recognizer is released, model will be released too.
+	 */
+	actual override fun free() {
+		vosk_spk_model_free(pointer)
+	}
+}

kotlin/src/nativeMain/kotlin/org/vosk/Utils.kt

@@ -0,0 +1,26 @@
+/*
+ * Copyright 2020 Alpha Cephei Inc. & Doomsdayrs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+/*
+ * 26 / 12 / 2022
+ */
+
+/**
+ * Converts a boolean to an int
+ */
+internal inline fun Boolean.toInt() = if (this) 1 else 0

kotlin/src/nativeMain/kotlin/org/vosk/Vosk.kt

@@ -0,0 +1,52 @@
+/*
+ * Copyright 2020 Alpha Cephei Inc. & Doomsdayrs
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.vosk
+
+import libvosk.vosk_set_log_level
+import libvosk.vosk_gpu_init
+import libvosk.vosk_gpu_thread_init
+
+/**
+ * 26 / 12 / 2022
+ */
+actual object Vosk {
+	/** Set log level for Kaldi messages
+	 *
+	 *  @param logLevel the level
+	 */
+	actual fun setLogLevel(logLevel: LogLevel) {
+		vosk_set_log_level(logLevel.value)
+	}
+
+	/**
+	 *  Init, automatically select a CUDA device and allow multithreading.
+	 *  Must be called once from the main thread.
+	 *  Has no effect if HAVE_CUDA flag is not set.
+	 */
+	actual fun gpuInit() {
+		vosk_gpu_init()
+	}
+
+	/**
+	 *  Init CUDA device in a multi-threaded environment.
+	 *  Must be called for each thread.
+	 *  Has no effect if HAVE_CUDA flag is not set.
+	 */
+	actual fun gpuThreadInit() {
+		vosk_gpu_thread_init()
+	}
+}

nodejs/README.md

@@ -13,7 +13,8 @@ Vosk is an offline open source speech recognition toolkit. It enables
 speech recognition for 20+ languages and dialects - English, Indian
 English, German, French, Spanish, Portuguese, Chinese, Russian, Turkish,
 Vietnamese, Italian, Dutch, Catalan, Arabic, Greek, Farsi, Filipino,
-Ukrainian, Kazakh, Swedish, Japanese, Esperanto, Hindi, Czech. More to come.
+Ukrainian, Kazakh, Swedish, Japanese, Esperanto, Hindi, Czech, Polish.
+More to come.
 
 Vosk models are small (50 Mb) but provide continuous large vocabulary
 transcription, zero-latency response with streaming API, reconfigurable

nodejs/demo/test_microphone.js

@@ -18,11 +18,11 @@ const rec = new vosk.Recognizer({model: model, sampleRate: SAMPLE_RATE});
 var micInstance = mic({
     rate: String(SAMPLE_RATE),
     channels: '1',
-    debug: false
+    debug: false,
+    device: 'default',    
 });
 
 var micInputStream = micInstance.getAudioStream();
-micInstance.start();
 
 micInputStream.on('data', data => {
     if (rec.acceptWaveform(data))
@@ -31,9 +31,16 @@ micInputStream.on('data', data => {
         console.log(rec.partialResult());
 });
 
-process.on('SIGINT', function() {
+micInputStream.on('audioProcessExitComplete', function() {
+    console.log("Cleaning up");
     console.log(rec.finalResult());
-    console.log("\nDone");
     rec.free();
     model.free();
 });
+
+process.on('SIGINT', function() {
+    console.log("\nStopping");
+    micInstance.stop();
+});
+
+micInstance.start();

nodejs/index.js

@@ -72,7 +72,7 @@ if (os.platform() == 'win32') {
     // Update path to load dependent dlls
     let currentPath = process.env.Path;
     let dllDirectory = path.resolve(path.join(__dirname, "lib", "win-x86_64"));
-    process.env.Path = currentPath + path.delimiter + dllDirectory;
+    process.env.Path = dllDirectory + path.delimiter + currentPath;
 
     soname = path.join(__dirname, "lib", "win-x86_64", "libvosk.dll")
 } else if (os.platform() == 'darwin') {

nodejs/package.json

@@ -1,6 +1,6 @@
 {
   "name": "vosk",
-  "version": "0.3.42",
+  "version": "0.3.50",
   "description": "Node binding for continuous offline voice recoginition with Vosk library.",
   "repository": {
     "type": "git",

python/.pylintrc

@@ -0,0 +1,639 @@
+[MAIN]
+
+# Analyse import fallback blocks. This can be used to support both Python 2 and
+# 3 compatible code, which means that the block might have code that exists
+# only in one or another interpreter, leading to false positives when analysed.
+analyse-fallback-blocks=no
+
+# Load and enable all available extensions. Use --list-extensions to see a list
+# all available extensions.
+#enable-all-extensions=
+
+# In error mode, messages with a category besides ERROR or FATAL are
+# suppressed, and no reports are done by default. Error mode is compatible with
+# disabling specific errors.
+#errors-only=
+
+# Always return a 0 (non-error) status code, even if lint errors are found.
+# This is primarily useful in continuous integration scripts.
+#exit-zero=
+
+# A comma-separated list of package or module names from where C extensions may
+# be loaded. Extensions are loading into the active Python interpreter and may
+# run arbitrary code.
+extension-pkg-allow-list=
+
+# A comma-separated list of package or module names from where C extensions may
+# be loaded. Extensions are loading into the active Python interpreter and may
+# run arbitrary code. (This is an alternative name to extension-pkg-allow-list
+# for backward compatibility.)
+extension-pkg-whitelist=
+
+# Return non-zero exit code if any of these messages/categories are detected,
+# even if score is above --fail-under value. Syntax same as enable. Messages
+# specified are enabled, while categories only check already-enabled messages.
+fail-on=
+
+# Specify a score threshold under which the program will exit with error.
+fail-under=10
+
+# Interpret the stdin as a python script, whose filename needs to be passed as
+# the module_or_package argument.
+#from-stdin=
+
+# Files or directories to be skipped. They should be base names, not paths.
+ignore=CVS
+
+# Add files or directories matching the regular expressions patterns to the
+# ignore-list. The regex matches against paths and can be in Posix or Windows
+# format. Because '\' represents the directory delimiter on Windows systems, it
+# can't be used as an escape character.
+ignore-paths=
+
+# Files or directories matching the regular expression patterns are skipped.
+# The regex matches against base names, not paths. The default value ignores
+# Emacs file locks
+ignore-patterns=^\.#
+
+# List of module names for which member attributes should not be checked
+# (useful for modules/projects where namespaces are manipulated during runtime
+# and thus existing member attributes cannot be deduced by static analysis). It
+# supports qualified module names, as well as Unix pattern matching.
+ignored-modules=
+
+# Python code to execute, usually for sys.path manipulation such as
+# pygtk.require().
+#init-hook=
+
+# Use multiple processes to speed up Pylint. Specifying 0 will auto-detect the
+# number of processors available to use, and will cap the count on Windows to
+# avoid hangs.
+jobs=1
+
+# Control the amount of potential inferred values when inferring a single
+# object. This can help the performance when dealing with large functions or
+# complex, nested conditions.
+limit-inference-results=100
+
+# List of plugins (as comma separated values of python module names) to load,
+# usually to register additional checkers.
+load-plugins=
+
+# Pickle collected data for later comparisons.
+persistent=yes
+
+# Minimum Python version to use for version dependent checks. Will default to
+# the version used to run pylint.
+py-version=3.7
+
+# Discover python modules and packages in the file system subtree.
+recursive=no
+
+# When enabled, pylint would attempt to guess common misconfiguration and emit
+# user-friendly hints instead of false-positive error messages.
+suggestion-mode=yes
+
+# Allow loading of arbitrary C extensions. Extensions are imported into the
+# active Python interpreter and may run arbitrary code.
+unsafe-load-any-extension=no
+
+# In verbose mode, extra non-checker-related info will be displayed.
+#verbose=
+
+
+[REPORTS]
+
+# Python expression which should return a score less than or equal to 10. You
+# have access to the variables 'fatal', 'error', 'warning', 'refactor',
+# 'convention', and 'info' which contain the number of messages in each
+# category, as well as 'statement' which is the total number of statements
+# analyzed. This score is used by the global evaluation report (RP0004).
+evaluation=max(0, 0 if fatal else 10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10))
+
+# Template used to display messages. This is a python new-style format string
+# used to format the message information. See doc for all details.
+msg-template=
+
+# Set the output format. Available formats are text, parseable, colorized, json
+# and msvs (visual studio). You can also give a reporter class, e.g.
+# mypackage.mymodule.MyReporterClass.
+#output-format=
+
+# Tells whether to display a full report or only the messages.
+reports=no
+
+# Activate the evaluation score.
+score=yes
+
+
+[MESSAGES CONTROL]
+
+# Only show warnings with the listed confidence levels. Leave empty to show
+# all. Valid levels: HIGH, CONTROL_FLOW, INFERENCE, INFERENCE_FAILURE,
+# UNDEFINED.
+confidence=HIGH,
+           CONTROL_FLOW,
+           INFERENCE,
+           INFERENCE_FAILURE,
+           UNDEFINED
+
+# Disable the message, report, category or checker with the given id(s). You
+# can either give multiple identifiers separated by comma (,) or put this
+# option multiple times (only on the command line, not in the configuration
+# file where it should appear only once). You can also use "--disable=all" to
+# disable everything first and then re-enable specific checks. For example, if
+# you want to run only the similarities checker, you can use "--disable=all
+# --enable=similarities". If you want to run only the classes checker, but have
+# no Warning level messages displayed, use "--disable=all --enable=classes
+# --disable=W".
+disable=raw-checker-failed,
+        bad-inline-option,
+        locally-disabled,
+        file-ignored,
+        suppressed-message,
+        useless-suppression,
+        deprecated-pragma,
+        use-symbolic-message-instead,
+	missing-module-docstring, # added
+	missing-class-docstring, # added
+	missing-function-docstring, # added
+	invalid-name, # added
+	broad-except, # added
+	wrong-import-order, # added
+	consider-using-f-string, # added
+	logging-format-interpolation, # added
+	no-member, # added
+	consider-using-with, # added
+	unused-argument,
+	no-else-return, # added
+	too-few-public-methods, # added
+	import-error, # added
+	protected-access, # added
+	unused-variable, # added
+	R0801 # added (similarity of two scripts)
+
+# Enable the message, report, category or checker with the given id(s). You can
+# either give multiple identifier separated by comma (,) or put this option
+# multiple time (only on the command line, not in the configuration file where
+# it should appear only once). See also the "--disable" option for examples.
+enable=c-extension-no-member
+
+
+[BASIC]
+
+# Naming style matching correct argument names.
+argument-naming-style=snake_case
+
+# Regular expression matching correct argument names. Overrides argument-
+# naming-style. If left empty, argument names will be checked with the set
+# naming style.
+#argument-rgx=
+
+# Naming style matching correct attribute names.
+attr-naming-style=snake_case
+
+# Regular expression matching correct attribute names. Overrides attr-naming-
+# style. If left empty, attribute names will be checked with the set naming
+# style.
+#attr-rgx=
+
+# Bad variable names which should always be refused, separated by a comma.
+bad-names=foo,
+          bar,
+          baz,
+          toto,
+          tutu,
+          tata
+
+# Bad variable names regexes, separated by a comma. If names match any regex,
+# they will always be refused
+bad-names-rgxs=
+
+# Naming style matching correct class attribute names.
+class-attribute-naming-style=any
+
+# Regular expression matching correct class attribute names. Overrides class-
+# attribute-naming-style. If left empty, class attribute names will be checked
+# with the set naming style.
+#class-attribute-rgx=
+
+# Naming style matching correct class constant names.
+class-const-naming-style=UPPER_CASE
+
+# Regular expression matching correct class constant names. Overrides class-
+# const-naming-style. If left empty, class constant names will be checked with
+# the set naming style.
+#class-const-rgx=
+
+# Naming style matching correct class names.
+class-naming-style=PascalCase
+
+# Regular expression matching correct class names. Overrides class-naming-
+# style. If left empty, class names will be checked with the set naming style.
+#class-rgx=
+
+# Naming style matching correct constant names.
+const-naming-style=UPPER_CASE
+
+# Regular expression matching correct constant names. Overrides const-naming-
+# style. If left empty, constant names will be checked with the set naming
+# style.
+#const-rgx=
+
+# Minimum line length for functions/classes that require docstrings, shorter
+# ones are exempt.
+docstring-min-length=-1
+
+# Naming style matching correct function names.
+function-naming-style=snake_case
+
+# Regular expression matching correct function names. Overrides function-
+# naming-style. If left empty, function names will be checked with the set
+# naming style.
+#function-rgx=
+
+# Good variable names which should always be accepted, separated by a comma.
+good-names=i,
+           j,
+           k,
+           ex,
+           Run,
+           _,
+	   x,
+	   y,
+	   nx,
+	   ny
+
+# Good variable names regexes, separated by a comma. If names match any regex,
+# they will always be accepted
+good-names-rgxs=
+
+# Include a hint for the correct naming format with invalid-name.
+include-naming-hint=no
+
+# Naming style matching correct inline iteration names.
+inlinevar-naming-style=any
+
+# Regular expression matching correct inline iteration names. Overrides
+# inlinevar-naming-style. If left empty, inline iteration names will be checked
+# with the set naming style.
+#inlinevar-rgx=
+
+# Naming style matching correct method names.
+method-naming-style=snake_case
+
+# Regular expression matching correct method names. Overrides method-naming-
+# style. If left empty, method names will be checked with the set naming style.
+#method-rgx=
+
+# Naming style matching correct module names.
+module-naming-style=snake_case
+
+# Regular expression matching correct module names. Overrides module-naming-
+# style. If left empty, module names will be checked with the set naming style.
+#module-rgx=
+
+# Colon-delimited sets of names that determine each other's naming style when
+# the name regexes allow several styles.
+name-group=
+
+# Regular expression which should only match function or class names that do
+# not require a docstring.
+no-docstring-rgx=^_
+
+# List of decorators that produce properties, such as abc.abstractproperty. Add
+# to this list to register other decorators that produce valid properties.
+# These decorators are taken in consideration only for invalid-name.
+property-classes=abc.abstractproperty
+
+# Regular expression matching correct type variable names. If left empty, type
+# variable names will be checked with the set naming style.
+#typevar-rgx=
+
+# Naming style matching correct variable names.
+variable-naming-style=snake_case
+
+# Regular expression matching correct variable names. Overrides variable-
+# naming-style. If left empty, variable names will be checked with the set
+# naming style.
+#variable-rgx=
+
+
+[VARIABLES]
+
+# List of additional names supposed to be defined in builtins. Remember that
+# you should avoid defining new builtins when possible.
+additional-builtins=
+
+# Tells whether unused global variables should be treated as a violation.
+allow-global-unused-variables=yes
+
+# List of names allowed to shadow builtins
+allowed-redefined-builtins=
+
+# List of strings which can identify a callback function by name. A callback
+# name must start or end with one of those strings.
+callbacks=cb_,
+          _cb
+
+# A regular expression matching the name of dummy variables (i.e. expected to
+# not be used).
+dummy-variables-rgx=_+$|(_[a-zA-Z0-9_]*[a-zA-Z0-9]+?$)|dummy|^ignored_|^unused_
+
+# Argument names that match this expression will be ignored.
+ignored-argument-names=_.*|^ignored_|^unused_
+
+# Tells whether we should check for unused import in __init__ files.
+init-import=no
+
+# List of qualified module names which can have objects that can redefine
+# builtins.
+redefining-builtins-modules=six.moves,past.builtins,future.builtins,builtins,io
+
+
+[SIMILARITIES]
+
+# Comments are removed from the similarity computation
+ignore-comments=yes
+
+# Docstrings are removed from the similarity computation
+ignore-docstrings=yes
+
+# Imports are removed from the similarity computation
+ignore-imports=yes
+
+# Signatures are removed from the similarity computation
+ignore-signatures=yes
+
+# Minimum lines number of a similarity.
+min-similarity-lines=4
+
+
+[MISCELLANEOUS]
+
+# List of note tags to take in consideration, separated by a comma.
+notes=FIXME,
+      XXX,
+      TODO
+
+# Regular expression of note tags to take in consideration.
+notes-rgx=
+
+
+[STRING]
+
+# This flag controls whether inconsistent-quotes generates a warning when the
+# character used as a quote delimiter is used inconsistently within a module.
+check-quote-consistency=no
+
+# This flag controls whether the implicit-str-concat should generate a warning
+# on implicit string concatenation in sequences defined over several lines.
+check-str-concat-over-line-jumps=no
+
+
+[IMPORTS]
+
+# List of modules that can be imported at any level, not just the top level
+# one.
+allow-any-import-level=
+
+# Allow wildcard imports from modules that define __all__.
+allow-wildcard-with-all=no
+
+# Deprecated modules which should not be used, separated by a comma.
+deprecated-modules=
+
+# Output a graph (.gv or any supported image format) of external dependencies
+# to the given file (report RP0402 must not be disabled).
+ext-import-graph=
+
+# Output a graph (.gv or any supported image format) of all (i.e. internal and
+# external) dependencies to the given file (report RP0402 must not be
+# disabled).
+import-graph=
+
+# Output a graph (.gv or any supported image format) of internal dependencies
+# to the given file (report RP0402 must not be disabled).
+int-import-graph=
+
+# Force import order to recognize a module as part of the standard
+# compatibility libraries.
+known-standard-library=
+
+# Force import order to recognize a module as part of a third party library.
+known-third-party=enchant
+
+# Couples of modules and preferred modules, separated by a comma.
+preferred-modules=
+
+
+[EXCEPTIONS]
+
+# Exceptions that will emit a warning when caught.
+overgeneral-exceptions=BaseException,
+                       Exception
+
+
+[DESIGN]
+
+# List of regular expressions of class ancestor names to ignore when counting
+# public methods (see R0903)
+exclude-too-few-public-methods=
+
+# List of qualified class names to ignore when counting class parents (see
+# R0901)
+ignored-parents=
+
+# Maximum number of arguments for function / method.
+max-args=5
+
+# Maximum number of attributes for a class (see R0902).
+max-attributes=7
+
+# Maximum number of boolean expressions in an if statement (see R0916).
+max-bool-expr=5
+
+# Maximum number of branch for function / method body.
+max-branches=12
+
+# Maximum number of locals for function / method body.
+max-locals=15
+
+# Maximum number of parents for a class (see R0901).
+max-parents=7
+
+# Maximum number of public methods for a class (see R0904).
+max-public-methods=20
+
+# Maximum number of return / yield for function / method body.
+max-returns=6
+
+# Maximum number of statements in function / method body.
+max-statements=50
+
+# Minimum number of public methods for a class (see R0903).
+min-public-methods=2
+
+
+[METHOD_ARGS]
+
+# List of qualified names (i.e., library.method) which require a timeout
+# parameter e.g. 'requests.api.get,requests.api.post'
+timeout-methods=requests.api.delete,requests.api.get,requests.api.head,requests.api.options,requests.api.patch,requests.api.post,requests.api.put,requests.api.request
+
+
+[LOGGING]
+
+# The type of string formatting that logging methods do. `old` means using %
+# formatting, `new` is for `{}` formatting.
+logging-format-style=old
+
+# Logging modules to check that the string format arguments are in logging
+# function parameter format.
+logging-modules=logging
+
+
+[FORMAT]
+
+# Expected format of line ending, e.g. empty (any line ending), LF or CRLF.
+expected-line-ending-format=
+
+# Regexp for a line that is allowed to be longer than the limit.
+ignore-long-lines=^\s*(# )?<?https?://\S+>?$
+
+# Number of spaces of indent required inside a hanging or continued line.
+indent-after-paren=4
+
+# String used as indentation unit. This is usually "    " (4 spaces) or "\t" (1
+# tab).
+indent-string='    '
+
+# Maximum number of characters on a single line.
+max-line-length=100
+
+# Maximum number of lines in a module.
+max-module-lines=1000
+
+# Allow the body of a class to be on the same line as the declaration if body
+# contains single statement.
+single-line-class-stmt=no
+
+# Allow the body of an if to be on the same line as the test if there is no
+# else.
+single-line-if-stmt=no
+
+
+[REFACTORING]
+
+# Maximum number of nested blocks for function / method body
+max-nested-blocks=5
+
+# Complete name of functions that never returns. When checking for
+# inconsistent-return-statements if a never returning function is called then
+# it will be considered as an explicit return statement and no message will be
+# printed.
+never-returning-functions=sys.exit,argparse.parse_error
+
+
+[TYPECHECK]
+
+# List of decorators that produce context managers, such as
+# contextlib.contextmanager. Add to this list to register other decorators that
+# produce valid context managers.
+contextmanager-decorators=contextlib.contextmanager
+
+# List of members which are set dynamically and missed by pylint inference
+# system, and so shouldn't trigger E1101 when accessed. Python regular
+# expressions are accepted.
+generated-members=
+
+# Tells whether to warn about missing members when the owner of the attribute
+# is inferred to be None.
+ignore-none=yes
+
+# This flag controls whether pylint should warn about no-member and similar
+# checks whenever an opaque object is returned when inferring. The inference
+# can return multiple potential results while evaluating a Python object, but
+# some branches might not be evaluated, which results in partial inference. In
+# that case, it might be useful to still emit no-member and other checks for
+# the rest of the inferred objects.
+ignore-on-opaque-inference=yes
+
+# List of symbolic message names to ignore for Mixin members.
+ignored-checks-for-mixins=no-member,
+                          not-async-context-manager,
+                          not-context-manager,
+                          attribute-defined-outside-init
+
+# List of class names for which member attributes should not be checked (useful
+# for classes with dynamically set attributes). This supports the use of
+# qualified names.
+ignored-classes=optparse.Values,thread._local,_thread._local,argparse.Namespace
+
+# Show a hint with possible names when a member name was not found. The aspect
+# of finding the hint is based on edit distance.
+missing-member-hint=yes
+
+# The minimum edit distance a name should have in order to be considered a
+# similar match for a missing member name.
+missing-member-hint-distance=1
+
+# The total number of similar names that should be taken in consideration when
+# showing a hint for a missing member.
+missing-member-max-choices=1
+
+# Regex pattern to define which classes are considered mixins.
+mixin-class-rgx=.*[Mm]ixin
+
+# List of decorators that change the signature of a decorated function.
+signature-mutators=
+
+
+[CLASSES]
+
+# Warn about protected attribute access inside special methods
+check-protected-access-in-special-methods=no
+
+# List of method names used to declare (i.e. assign) instance attributes.
+defining-attr-methods=__init__,
+                      __new__,
+                      setUp,
+                      __post_init__
+
+# List of member names, which should be excluded from the protected access
+# warning.
+exclude-protected=_asdict,
+                  _fields,
+                  _replace,
+                  _source,
+                  _make
+
+# List of valid names for the first argument in a class method.
+valid-classmethod-first-arg=cls
+
+# List of valid names for the first argument in a metaclass class method.
+valid-metaclass-classmethod-first-arg=cls
+
+
+[SPELLING]
+
+# Limits count of emitted suggestions for spelling mistakes.
+max-spelling-suggestions=4
+
+# Spelling dictionary name. Available dictionaries: none. To make it work,
+# install the 'python-enchant' package.
+spelling-dict=
+
+# List of comma separated words that should be considered directives if they
+# appear at the beginning of a comment and should not be checked.
+spelling-ignore-comment-directives=fmt: on,fmt: off,noqa:,noqa,nosec,isort:skip,mypy:
+
+# List of comma separated words that should not be checked.
+spelling-ignore-words=
+
+# A path to a file that contains the private dictionary; one word per line.
+spelling-private-dict-file=
+
+# Tells whether to store unknown words to the private dictionary (see the
+# --spelling-private-dict-file option) instead of raising a message.
+spelling-store-unknown-words=no

python/README.md

@@ -4,7 +4,8 @@ Vosk is an offline open source speech recognition toolkit. It enables
 speech recognition for 20+ languages and dialects - English, Indian
 English, German, French, Spanish, Portuguese, Chinese, Russian, Turkish,
 Vietnamese, Italian, Dutch, Catalan, Arabic, Greek, Farsi, Filipino,
-Ukrainian, Kazakh, Swedish, Japanese, Esperanto, Hindi, Czech. More to come.
+Ukrainian, Kazakh, Swedish, Japanese, Esperanto, Hindi, Czech, Polish.
+More to come.
 
 Vosk models are small (50 Mb) but provide continuous large vocabulary
 transcription, zero-latency response with streaming API, reconfigurable

python/example/colab/vosk-adaptation.ipynb

@@ -0,0 +1,558 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "name": "Vosk Adaptation",
+      "provenance": [],
+      "collapsed_sections": []
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    },
+    "accelerator": "GPU",
+    "gpuClass": "standard"
+  },
+  "cells": [
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "URzWMmv50-Ba",
+        "outputId": "0e096a99-74dd-42e2-efb1-9cba784c3664"
+      },
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "/content\n",
+            "--2022-08-17 09:48:52--  https://alphacephei.com/vosk-colab/kaldi.tar.gz\n",
+            "Resolving alphacephei.com (alphacephei.com)... 188.40.21.16, 2a01:4f8:13a:279f::2\n",
+            "Connecting to alphacephei.com (alphacephei.com)|188.40.21.16|:443... connected.\n",
+            "HTTP request sent, awaiting response... 200 OK\n",
+            "Length: 809174554 (772M) [application/octet-stream]\n",
+            "Saving to: ‘kaldi.tar.gz’\n",
+            "\n",
+            "kaldi.tar.gz        100%[===================>] 771.69M  20.3MB/s    in 40s     \n",
+            "\n",
+            "2022-08-17 09:49:33 (19.4 MB/s) - ‘kaldi.tar.gz’ saved [809174554/809174554]\n",
+            "\n"
+          ]
+        }
+      ],
+      "source": [
+        "%cd /content\n",
+        "!wget -c https://alphacephei.com/vosk-colab/kaldi.tar.gz\n",
+        "!tar xzf kaldi.tar.gz"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "%cd /content/kaldi/egs/ac\n",
+        "!wget -c https://alphacephei.com/vosk-colab/vosk-model-small-en-us-0.15-compile-colab.tar.gz\n",
+        "!rm -rf vosk-model-small-en-us-0.15-compile-colab\n",
+        "!tar xf vosk-model-small-en-us-0.15-compile-colab.tar.gz"
+      ],
+      "metadata": {
+        "id": "-065p7WC2SHh",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "outputId": "241c7473-7464-48d5-b48d-dc6e3bf4971d"
+      },
+      "execution_count": 8,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "/content/kaldi/egs/ac\n",
+            "--2022-08-17 10:28:26--  https://alphacephei.com/vosk-colab/vosk-model-small-en-us-0.15-compile-colab.tar.gz\n",
+            "Resolving alphacephei.com (alphacephei.com)... 188.40.21.16, 2a01:4f8:13a:279f::2\n",
+            "Connecting to alphacephei.com (alphacephei.com)|188.40.21.16|:443... connected.\n",
+            "HTTP request sent, awaiting response... 200 OK\n",
+            "Length: 59618100 (57M) [application/octet-stream]\n",
+            "Saving to: ‘vosk-model-small-en-us-0.15-compile-colab.tar.gz’\n",
+            "\n",
+            "vosk-model-small-en 100%[===================>]  56.86M  18.6MB/s    in 3.6s    \n",
+            "\n",
+            "2022-08-17 10:28:30 (15.7 MB/s) - ‘vosk-model-small-en-us-0.15-compile-colab.tar.gz’ saved [59618100/59618100]\n",
+            "\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "%cd /content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab\n",
+        "!ls\n",
+        "!cat compile-graph.sh\n",
+        "!bash compile-graph.sh"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "wuDjvNbd2sf9",
+        "outputId": "34a1d2fe-d443-4574-e25d-824e38eb3a78"
+      },
+      "execution_count": 9,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab\n",
+            "compile-graph.sh  data_test  decode.sh\texp\t      local  path.sh  steps\n",
+            "conf\t\t  db\t     dict.py\tget_vocab.py  mfcc   RESULTS  utils\n",
+            "#!/bin/bash\n",
+            "\n",
+            "set -x\n",
+            "\n",
+            ". path.sh\n",
+            "\n",
+            "pip3 install phonetisaurus\n",
+            "\n",
+            "rm -rf data\n",
+            "rm -rf exp/tdnn/lgraph\n",
+            "rm -rf exp/tdnn/lgraph_orig\n",
+            "\n",
+            "mkdir -p data/dict\n",
+            "cp db/phone/* data/dict\n",
+            "./dict.py > data/dict/lexicon.txt\n",
+            "\n",
+            "python3 ./get_vocab.py > data/mix.vocab\n",
+            "ngramsymbols data/mix.vocab data/mix.syms\n",
+            "farcompilestrings --fst_type=compact --symbols=data/mix.syms --keep_symbols --unknown_symbol=\"[unk]\" db/extra.txt data/extra.far\n",
+            "ngramcount --order=3 data/extra.far - |\n",
+            "    ngramprint --integers | grep -v \"<unk>\" | ngramread |\n",
+            "    ngramshrink --method=count_prune --count_pattern=\"3+:3\" |\n",
+            "    ngrammake --method=witten_bell - data/extra.mod\n",
+            "gunzip -c db/en-50k-0.4-android.lm.gz | ngramread --renormalize_arpa --ARPA --symbols=data/mix.syms - data/en-us.mod\n",
+            "ngrammerge --method=\"bayes_model_merge\" --normalize --alpha=0.95 --beta=0.05 data/en-us.mod data/extra.mod data/en-us-mix.mod\n",
+            "ngramprint --ARPA data/en-us-mix.mod | gzip -c > data/en-us-mix.lm.gz\n",
+            "\n",
+            "# Prune for the first stage if needed\n",
+            "# ngramshrink --method=relative_entropy --theta=2e-8 data/en-us-mix.mod data/en-us-mix-prune.mod\n",
+            "# ngramprint --ARPA data/en-us-mix-prune.mod | gzip -c > data/en-us-mix-small.lm.gz\n",
+            "\n",
+            "utils/prepare_lang.sh data/dict \"[unk]\" data/lang_local data/lang\n",
+            "utils/format_lm.sh data/lang db/en-50k-0.4-android.lm.gz data/dict/lexicon.txt data/lang_test\n",
+            "utils/format_lm.sh data/lang data/en-us-mix.lm.gz data/dict/lexicon.txt data/lang_test_adapt\n",
+            "\n",
+            "utils/mkgraph.sh --self-loop-scale 1.0 data/lang_test exp/tdnn exp/tdnn/graph\n",
+            "utils/mkgraph.sh --self-loop-scale 1.0 data/lang_test_adapt exp/tdnn exp/tdnn/graph_adapt\n",
+            "\n",
+            "# Lookahead part goes OOM\n",
+            "#utils/mkgraph_lookahead.sh \\\n",
+            "#          --self-loop-scale 1.0 data/lang \\\n",
+            "#          exp/tdnn data/en-us-mix.lm.gz exp/tdnn/lgraph\n",
+            "#utils/mkgraph_lookahead.sh \\\n",
+            "#          --self-loop-scale 1.0 data/lang \\\n",
+            "#          exp/tdnn db/en-50k-0.4-android.lm.gz exp/tdnn/lgraph_orig\n",
+            "+ . path.sh\n",
+            "+++ pwd\n",
+            "++ export KALDI_ROOT=/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../..\n",
+            "++ KALDI_ROOT=/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../..\n",
+            "++ export PATH=/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/utils:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../tools/openfst/bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/fstbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/gmmbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/featbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/lm:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/sgmmbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/sgmm2bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/fgmmbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/latbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/nnetbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/nnet2bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/online2bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/ivectorbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/lmbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/chainbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/nnet3bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab:/opt/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/tools/node/bin:/tools/google-cloud-sdk/bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../tools/sph2pipe_v2.5\n",
+            "++ PATH=/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/utils:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../tools/openfst/bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/fstbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/gmmbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/featbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/lm:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/sgmmbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/sgmm2bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/fgmmbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/latbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/nnetbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/nnet2bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/online2bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/ivectorbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/lmbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/chainbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/nnet3bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab:/opt/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/tools/node/bin:/tools/google-cloud-sdk/bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../tools/sph2pipe_v2.5\n",
+            "++ export PATH=/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../tools/ngram-1.3.7/src/bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/utils:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../tools/openfst/bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/fstbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/gmmbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/featbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/lm:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/sgmmbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/sgmm2bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/fgmmbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/latbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/nnetbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/nnet2bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/online2bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/ivectorbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/lmbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/chainbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/nnet3bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab:/opt/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/tools/node/bin:/tools/google-cloud-sdk/bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../tools/sph2pipe_v2.5\n",
+            "++ PATH=/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../tools/ngram-1.3.7/src/bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/utils:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../tools/openfst/bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/fstbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/gmmbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/featbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/lm:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/sgmmbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/sgmm2bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/fgmmbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/latbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/nnetbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/nnet2bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/online2bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/ivectorbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/lmbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/chainbin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../src/nnet3bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab:/opt/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/tools/node/bin:/tools/google-cloud-sdk/bin:/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../tools/sph2pipe_v2.5\n",
+            "++ export LD_LIBRARY_PATH=/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../tools/openfst/lib/fst/\n",
+            "++ LD_LIBRARY_PATH=/content/kaldi/egs/ac/vosk-model-small-en-us-0.15-compile-colab/../../../tools/openfst/lib/fst/\n",
+            "++ export LC_ALL=C\n",
+            "++ LC_ALL=C\n",
+            "+ pip3 install phonetisaurus\n",
+            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
+            "Requirement already satisfied: phonetisaurus in /usr/local/lib/python3.7/dist-packages (0.3.0)\n",
+            "+ rm -rf data\n",
+            "+ rm -rf exp/tdnn/lgraph\n",
+            "+ rm -rf exp/tdnn/lgraph_orig\n",
+            "+ mkdir -p data/dict\n",
+            "+ cp db/phone/extra_questions.txt db/phone/nonsilence_phones.txt db/phone/optional_silence.txt db/phone/silence_phones.txt data/dict\n",
+            "+ ./dict.py\n",
+            "+ python3 ./get_vocab.py\n",
+            "+ ngramsymbols data/mix.vocab data/mix.syms\n",
+            "+ farcompilestrings --fst_type=compact --symbols=data/mix.syms --keep_symbols '--unknown_symbol=[unk]' db/extra.txt data/extra.far\n",
+            "+ ngramcount --order=3 data/extra.far -\n",
+            "+ ngrammake --method=witten_bell - data/extra.mod\n",
+            "+ ngramshrink --method=count_prune --count_pattern=3+:3\n",
+            "+ ngramread\n",
+            "+ ngramprint --integers\n",
+            "+ grep -v '<unk>'\n",
+            "+ ngramread --renormalize_arpa --ARPA --symbols=data/mix.syms - data/en-us.mod\n",
+            "+ gunzip -c db/en-50k-0.4-android.lm.gz\n",
+            "+ ngrammerge --method=bayes_model_merge --normalize --alpha=0.95 --beta=0.05 data/en-us.mod data/extra.mod data/en-us-mix.mod\n",
+            "+ ngramprint --ARPA data/en-us-mix.mod\n",
+            "+ gzip -c\n",
+            "+ utils/prepare_lang.sh data/dict '[unk]' data/lang_local data/lang\n",
+            "utils/prepare_lang.sh data/dict [unk] data/lang_local data/lang\n",
+            "Checking data/dict/silence_phones.txt ...\n",
+            "--> reading data/dict/silence_phones.txt\n",
+            "--> text seems to be UTF-8 or ASCII, checking whitespaces\n",
+            "--> text contains only allowed whitespaces\n",
+            "--> data/dict/silence_phones.txt is OK\n",
+            "\n",
+            "Checking data/dict/optional_silence.txt ...\n",
+            "--> reading data/dict/optional_silence.txt\n",
+            "--> text seems to be UTF-8 or ASCII, checking whitespaces\n",
+            "--> text contains only allowed whitespaces\n",
+            "--> data/dict/optional_silence.txt is OK\n",
+            "\n",
+            "Checking data/dict/nonsilence_phones.txt ...\n",
+            "--> reading data/dict/nonsilence_phones.txt\n",
+            "--> text seems to be UTF-8 or ASCII, checking whitespaces\n",
+            "--> text contains only allowed whitespaces\n",
+            "--> data/dict/nonsilence_phones.txt is OK\n",
+            "\n",
+            "Checking disjoint: silence_phones.txt, nonsilence_phones.txt\n",
+            "--> disjoint property is OK.\n",
+            "\n",
+            "Checking data/dict/lexicon.txt\n",
+            "--> reading data/dict/lexicon.txt\n",
+            "--> text seems to be UTF-8 or ASCII, checking whitespaces\n",
+            "--> text contains only allowed whitespaces\n",
+            "--> data/dict/lexicon.txt is OK\n",
+            "\n",
+            "Checking data/dict/extra_questions.txt ...\n",
+            "--> data/dict/extra_questions.txt is empty (this is OK)\n",
+            "--> SUCCESS [validating dictionary directory data/dict]\n",
+            "\n",
+            "**Creating data/dict/lexiconp.txt from data/dict/lexicon.txt\n",
+            "fstaddselfloops data/lang/phones/wdisambig_phones.int data/lang/phones/wdisambig_words.int \n",
+            "prepare_lang.sh: validating output directory\n",
+            "utils/validate_lang.pl data/lang\n",
+            "Checking existence of separator file\n",
+            "separator file data/lang/subword_separator.txt is empty or does not exist, deal in word case.\n",
+            "Checking data/lang/phones.txt ...\n",
+            "--> text seems to be UTF-8 or ASCII, checking whitespaces\n",
+            "--> text contains only allowed whitespaces\n",
+            "--> data/lang/phones.txt is OK\n",
+            "\n",
+            "Checking words.txt: #0 ...\n",
+            "--> text seems to be UTF-8 or ASCII, checking whitespaces\n",
+            "--> text contains only allowed whitespaces\n",
+            "--> data/lang/words.txt is OK\n",
+            "\n",
+            "Checking disjoint: silence.txt, nonsilence.txt, disambig.txt ...\n",
+            "--> silence.txt and nonsilence.txt are disjoint\n",
+            "--> silence.txt and disambig.txt are disjoint\n",
+            "--> disambig.txt and nonsilence.txt are disjoint\n",
+            "--> disjoint property is OK\n",
+            "\n",
+            "Checking sumation: silence.txt, nonsilence.txt, disambig.txt ...\n",
+            "--> found no unexplainable phones in phones.txt\n",
+            "\n",
+            "Checking data/lang/phones/context_indep.{txt, int, csl} ...\n",
+            "--> text seems to be UTF-8 or ASCII, checking whitespaces\n",
+            "--> text contains only allowed whitespaces\n",
+            "--> 10 entry/entries in data/lang/phones/context_indep.txt\n",
+            "--> data/lang/phones/context_indep.int corresponds to data/lang/phones/context_indep.txt\n",
+            "--> data/lang/phones/context_indep.csl corresponds to data/lang/phones/context_indep.txt\n",
+            "--> data/lang/phones/context_indep.{txt, int, csl} are OK\n",
+            "\n",
+            "Checking data/lang/phones/nonsilence.{txt, int, csl} ...\n",
+            "--> text seems to be UTF-8 or ASCII, checking whitespaces\n",
+            "--> text contains only allowed whitespaces\n",
+            "--> 156 entry/entries in data/lang/phones/nonsilence.txt\n",
+            "--> data/lang/phones/nonsilence.int corresponds to data/lang/phones/nonsilence.txt\n",
+            "--> data/lang/phones/nonsilence.csl corresponds to data/lang/phones/nonsilence.txt\n",
+            "--> data/lang/phones/nonsilence.{txt, int, csl} are OK\n",
+            "\n",
+            "Checking data/lang/phones/silence.{txt, int, csl} ...\n",
+            "--> text seems to be UTF-8 or ASCII, checking whitespaces\n",
+            "--> text contains only allowed whitespaces\n",
+            "--> 10 entry/entries in data/lang/phones/silence.txt\n",
+            "--> data/lang/phones/silence.int corresponds to data/lang/phones/silence.txt\n",
+            "--> data/lang/phones/silence.csl corresponds to data/lang/phones/silence.txt\n",
+            "--> data/lang/phones/silence.{txt, int, csl} are OK\n",
+            "\n",
+            "Checking data/lang/phones/optional_silence.{txt, int, csl} ...\n",
+            "--> text seems to be UTF-8 or ASCII, checking whitespaces\n",
+            "--> text contains only allowed whitespaces\n",
+            "--> 1 entry/entries in data/lang/phones/optional_silence.txt\n",
+            "--> data/lang/phones/optional_silence.int corresponds to data/lang/phones/optional_silence.txt\n",
+            "--> data/lang/phones/optional_silence.csl corresponds to data/lang/phones/optional_silence.txt\n",
+            "--> data/lang/phones/optional_silence.{txt, int, csl} are OK\n",
+            "\n",
+            "Checking data/lang/phones/disambig.{txt, int, csl} ...\n",
+            "--> text seems to be UTF-8 or ASCII, checking whitespaces\n",
+            "--> text contains only allowed whitespaces\n",
+            "--> 14 entry/entries in data/lang/phones/disambig.txt\n",
+            "--> data/lang/phones/disambig.int corresponds to data/lang/phones/disambig.txt\n",
+            "--> data/lang/phones/disambig.csl corresponds to data/lang/phones/disambig.txt\n",
+            "--> data/lang/phones/disambig.{txt, int, csl} are OK\n",
+            "\n",
+            "Checking data/lang/phones/roots.{txt, int} ...\n",
+            "--> text seems to be UTF-8 or ASCII, checking whitespaces\n",
+            "--> text contains only allowed whitespaces\n",
+            "--> 41 entry/entries in data/lang/phones/roots.txt\n",
+            "--> data/lang/phones/roots.int corresponds to data/lang/phones/roots.txt\n",
+            "--> data/lang/phones/roots.{txt, int} are OK\n",
+            "\n",
+            "Checking data/lang/phones/sets.{txt, int} ...\n",
+            "--> text seems to be UTF-8 or ASCII, checking whitespaces\n",
+            "--> text contains only allowed whitespaces\n",
+            "--> 41 entry/entries in data/lang/phones/sets.txt\n",
+            "--> data/lang/phones/sets.int corresponds to data/lang/phones/sets.txt\n",
+            "--> data/lang/phones/sets.{txt, int} are OK\n",
+            "\n",
+            "Checking data/lang/phones/extra_questions.{txt, int} ...\n",
+            "--> text seems to be UTF-8 or ASCII, checking whitespaces\n",
+            "--> text contains only allowed whitespaces\n",
+            "--> 9 entry/entries in data/lang/phones/extra_questions.txt\n",
+            "--> data/lang/phones/extra_questions.int corresponds to data/lang/phones/extra_questions.txt\n",
+            "--> data/lang/phones/extra_questions.{txt, int} are OK\n",
+            "\n",
+            "Checking data/lang/phones/word_boundary.{txt, int} ...\n",
+            "--> text seems to be UTF-8 or ASCII, checking whitespaces\n",
+            "--> text contains only allowed whitespaces\n",
+            "--> 166 entry/entries in data/lang/phones/word_boundary.txt\n",
+            "--> data/lang/phones/word_boundary.int corresponds to data/lang/phones/word_boundary.txt\n",
+            "--> data/lang/phones/word_boundary.{txt, int} are OK\n",
+            "\n",
+            "Checking optional_silence.txt ...\n",
+            "--> reading data/lang/phones/optional_silence.txt\n",
+            "--> data/lang/phones/optional_silence.txt is OK\n",
+            "\n",
+            "Checking disambiguation symbols: #0 and #1\n",
+            "--> data/lang/phones/disambig.txt has \"#0\" and \"#1\"\n",
+            "--> data/lang/phones/disambig.txt is OK\n",
+            "\n",
+            "Checking topo ...\n",
+            "\n",
+            "Checking word_boundary.txt: silence.txt, nonsilence.txt, disambig.txt ...\n",
+            "--> data/lang/phones/word_boundary.txt doesn't include disambiguation symbols\n",
+            "--> data/lang/phones/word_boundary.txt is the union of nonsilence.txt and silence.txt\n",
+            "--> data/lang/phones/word_boundary.txt is OK\n",
+            "\n",
+            "Checking word-level disambiguation symbols...\n",
+            "--> data/lang/phones/wdisambig.txt exists (newer prepare_lang.sh)\n",
+            "Checking word_boundary.int and disambig.int\n",
+            "--> generating a 98 word/subword sequence\n",
+            "--> resulting phone sequence from L.fst corresponds to the word sequence\n",
+            "--> L.fst is OK\n",
+            "--> generating a 49 word/subword sequence\n",
+            "--> resulting phone sequence from L_disambig.fst corresponds to the word sequence\n",
+            "--> L_disambig.fst is OK\n",
+            "\n",
+            "Checking data/lang/oov.{txt, int} ...\n",
+            "--> text seems to be UTF-8 or ASCII, checking whitespaces\n",
+            "--> text contains only allowed whitespaces\n",
+            "--> 1 entry/entries in data/lang/oov.txt\n",
+            "--> data/lang/oov.int corresponds to data/lang/oov.txt\n",
+            "--> data/lang/oov.{txt, int} are OK\n",
+            "\n",
+            "--> data/lang/L.fst is olabel sorted\n",
+            "--> data/lang/L_disambig.fst is olabel sorted\n",
+            "--> SUCCESS [validating lang directory data/lang]\n",
+            "+ utils/format_lm.sh data/lang db/en-50k-0.4-android.lm.gz data/dict/lexicon.txt data/lang_test\n",
+            "Converting 'db/en-50k-0.4-android.lm.gz' to FST\n",
+            "arpa2fst --disambig-symbol=#0 --read-symbol-table=data/lang_test/words.txt - data/lang_test/G.fst \n",
+            "LOG (arpa2fst[5.5.1046~1-76cd5]:Read():arpa-file-parser.cc:94) Reading \\data\\ section.\n",
+            "LOG (arpa2fst[5.5.1046~1-76cd5]:Read():arpa-file-parser.cc:149) Reading \\1-grams: section.\n",
+            "LOG (arpa2fst[5.5.1046~1-76cd5]:Read():arpa-file-parser.cc:149) Reading \\2-grams: section.\n",
+            "LOG (arpa2fst[5.5.1046~1-76cd5]:Read():arpa-file-parser.cc:149) Reading \\3-grams: section.\n",
+            "LOG (arpa2fst[5.5.1046~1-76cd5]:RemoveRedundantStates():arpa-lm-compiler.cc:359) Reduced num-states from 1217362 to 185036\n",
+            "fstisstochastic data/lang_test/G.fst \n",
+            "0.476411 -3.03779\n",
+            "Succeeded in formatting LM: 'db/en-50k-0.4-android.lm.gz'\n",
+            "+ utils/format_lm.sh data/lang data/en-us-mix.lm.gz data/dict/lexicon.txt data/lang_test_adapt\n",
+            "Converting 'data/en-us-mix.lm.gz' to FST\n",
+            "arpa2fst --disambig-symbol=#0 --read-symbol-table=data/lang_test_adapt/words.txt - data/lang_test_adapt/G.fst \n",
+            "LOG (arpa2fst[5.5.1046~1-76cd5]:Read():arpa-file-parser.cc:94) Reading \\data\\ section.\n",
+            "LOG (arpa2fst[5.5.1046~1-76cd5]:Read():arpa-file-parser.cc:149) Reading \\1-grams: section.\n",
+            "LOG (arpa2fst[5.5.1046~1-76cd5]:Read():arpa-file-parser.cc:149) Reading \\2-grams: section.\n",
+            "LOG (arpa2fst[5.5.1046~1-76cd5]:Read():arpa-file-parser.cc:149) Reading \\3-grams: section.\n",
+            "LOG (arpa2fst[5.5.1046~1-76cd5]:RemoveRedundantStates():arpa-lm-compiler.cc:359) Reduced num-states from 1217646 to 185095\n",
+            "fstisstochastic data/lang_test_adapt/G.fst \n",
+            "6.81902e-07 -3.03779\n",
+            "Succeeded in formatting LM: 'data/en-us-mix.lm.gz'\n",
+            "+ utils/mkgraph.sh --self-loop-scale 1.0 data/lang_test exp/tdnn exp/tdnn/graph\n",
+            "tree-info exp/tdnn/tree \n",
+            "tree-info exp/tdnn/tree \n",
+            "fstdeterminizestar --use-log=true \n",
+            "fsttablecompose data/lang_test/L_disambig.fst data/lang_test/G.fst \n",
+            "fstminimizeencoded \n",
+            "fstpushspecial \n",
+            "fstisstochastic data/lang_test/tmp/LG.fst \n",
+            "-0.145498 -0.146281\n",
+            "[info]: LG not stochastic.\n",
+            "fstcomposecontext --context-size=2 --central-position=1 --read-disambig-syms=data/lang_test/phones/disambig.int --write-disambig-syms=data/lang_test/tmp/disambig_ilabels_2_1.int data/lang_test/tmp/ilabels_2_1.905 data/lang_test/tmp/LG.fst \n",
+            "fstisstochastic data/lang_test/tmp/CLG_2_1.fst \n",
+            "-0.145498 -0.146281\n",
+            "[info]: CLG not stochastic.\n",
+            "make-h-transducer --disambig-syms-out=exp/tdnn/graph/disambig_tid.int --transition-scale=1.0 data/lang_test/tmp/ilabels_2_1 exp/tdnn/tree exp/tdnn/final.mdl \n",
+            "fstrmepslocal \n",
+            "fsttablecompose exp/tdnn/graph/Ha.fst data/lang_test/tmp/CLG_2_1.fst \n",
+            "fstdeterminizestar --use-log=true \n",
+            "fstminimizeencoded \n",
+            "fstrmsymbols exp/tdnn/graph/disambig_tid.int \n",
+            "fstisstochastic exp/tdnn/graph/HCLGa.fst \n",
+            "-0.109817 -0.571742\n",
+            "HCLGa is not stochastic\n",
+            "add-self-loops --self-loop-scale=1.0 --reorder=true exp/tdnn/final.mdl exp/tdnn/graph/HCLGa.fst \n",
+            "fstisstochastic exp/tdnn/graph/HCLG.fst \n",
+            "1.90465e-09 -0.415046\n",
+            "[info]: final HCLG is not stochastic.\n",
+            "+ utils/mkgraph.sh --self-loop-scale 1.0 data/lang_test_adapt exp/tdnn exp/tdnn/graph_adapt\n",
+            "tree-info exp/tdnn/tree \n",
+            "tree-info exp/tdnn/tree \n",
+            "fstdeterminizestar --use-log=true \n",
+            "fsttablecompose data/lang_test_adapt/L_disambig.fst data/lang_test_adapt/G.fst \n",
+            "fstminimizeencoded \n",
+            "fstpushspecial \n",
+            "fstisstochastic data/lang_test_adapt/tmp/LG.fst \n",
+            "-0.148474 -0.149181\n",
+            "[info]: LG not stochastic.\n",
+            "fstcomposecontext --context-size=2 --central-position=1 --read-disambig-syms=data/lang_test_adapt/phones/disambig.int --write-disambig-syms=data/lang_test_adapt/tmp/disambig_ilabels_2_1.int data/lang_test_adapt/tmp/ilabels_2_1.979 data/lang_test_adapt/tmp/LG.fst \n",
+            "fstisstochastic data/lang_test_adapt/tmp/CLG_2_1.fst \n",
+            "-0.148474 -0.149181\n",
+            "[info]: CLG not stochastic.\n",
+            "make-h-transducer --disambig-syms-out=exp/tdnn/graph_adapt/disambig_tid.int --transition-scale=1.0 data/lang_test_adapt/tmp/ilabels_2_1 exp/tdnn/tree exp/tdnn/final.mdl \n",
+            "fstrmepslocal \n",
+            "fsttablecompose exp/tdnn/graph_adapt/Ha.fst data/lang_test_adapt/tmp/CLG_2_1.fst \n",
+            "fstdeterminizestar --use-log=true \n",
+            "fstminimizeencoded \n",
+            "fstrmsymbols exp/tdnn/graph_adapt/disambig_tid.int \n",
+            "fstisstochastic exp/tdnn/graph_adapt/HCLGa.fst \n",
+            "-0.113907 -0.5857\n",
+            "HCLGa is not stochastic\n",
+            "add-self-loops --self-loop-scale=1.0 --reorder=true exp/tdnn/final.mdl exp/tdnn/graph_adapt/HCLGa.fst \n",
+            "fstisstochastic exp/tdnn/graph_adapt/HCLG.fst \n",
+            "1.90465e-09 -0.423618\n",
+            "[info]: final HCLG is not stochastic.\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "!cat decode.sh\n",
+        "!bash decode.sh"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        },
+        "id": "Sl3QBI1MXpc-",
+        "outputId": "affac8a3-782f-4000-e31f-81bfed47a37a"
+      },
+      "execution_count": 10,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "#!/bin/bash\n",
+            "\n",
+            ". path.sh\n",
+            "\n",
+            "steps/make_mfcc.sh --nj 10 data_test/test_small exp/make_mfcc/test mfcc\n",
+            "steps/compute_cmvn_stats.sh data_test/test_small exp/make_mfcc/test mfcc\n",
+            "utils/fix_data_dir.sh data_test/test_small\n",
+            "\n",
+            "steps/online/nnet2/extract_ivectors_online.sh --nj 4 \\\n",
+            "          data_test/test_small exp/extractor \\\n",
+            "          exp/ivectors_test\n",
+            "\n",
+            "steps/nnet3/decode.sh --nj 4 \\\n",
+            "          --acwt 1.0 --post-decode-acwt 10.0 \\\n",
+            "          --online-ivector-dir exp/ivectors_test \\\n",
+            "          exp/tdnn/graph_adapt data_test/test_small exp/tdnn/decode_test_adapt\n",
+            "\n",
+            "steps/nnet3/decode.sh --nj 4 \\\n",
+            "          --acwt 1.0 --post-decode-acwt 10.0 \\\n",
+            "          --online-ivector-dir exp/ivectors_test \\\n",
+            "          exp/tdnn/graph data_test/test_small exp/tdnn/decode_test\n",
+            "\n",
+            "#steps/nnet3/decode_lookahead.sh --nj 4 \\\n",
+            "#          --acwt 1.0 --post-decode-acwt 10.0 \\\n",
+            "#          --online-ivector-dir exp/ivectors_test \\\n",
+            "#          exp/tdnn/lgraph data_test/test_small exp/tdnn/decode_test_adapt\n",
+            "#steps/nnet3/decode_lookahead.sh --nj 4 \\\n",
+            "#          --acwt 1.0 --post-decode-acwt 10.0 \\\n",
+            "#          --online-ivector-dir exp/ivectors_test \\\n",
+            "#          exp/tdnn/lgraph_orig data_test/test_small exp/tdnn/decode_test\n",
+            "steps/make_mfcc.sh --nj 10 data_test/test_small exp/make_mfcc/test mfcc\n",
+            "steps/make_mfcc.sh: moving data_test/test_small/feats.scp to data_test/test_small/.backup\n",
+            "utils/validate_data_dir.sh: Successfully validated data-directory data_test/test_small\n",
+            "steps/make_mfcc.sh: [info]: no segments file exists: assuming wav.scp indexed by utterance.\n",
+            "steps/make_mfcc.sh: Succeeded creating MFCC features for test_small\n",
+            "steps/compute_cmvn_stats.sh data_test/test_small exp/make_mfcc/test mfcc\n",
+            "Succeeded creating CMVN stats for test_small\n",
+            "fix_data_dir.sh: kept all 50 utterances.\n",
+            "fix_data_dir.sh: old files are kept in data_test/test_small/.backup\n",
+            "steps/online/nnet2/extract_ivectors_online.sh --nj 4 data_test/test_small exp/extractor exp/ivectors_test\n",
+            "steps/online/nnet2/extract_ivectors_online.sh: extracting iVectors\n",
+            "steps/online/nnet2/extract_ivectors_online.sh: combining iVectors across jobs\n",
+            "steps/online/nnet2/extract_ivectors_online.sh: done extracting (online) iVectors to exp/ivectors_test using the extractor in exp/extractor.\n",
+            "steps/nnet3/decode.sh --nj 4 --acwt 1.0 --post-decode-acwt 10.0 --online-ivector-dir exp/ivectors_test exp/tdnn/graph_adapt data_test/test_small exp/tdnn/decode_test_adapt\n",
+            "steps/nnet2/check_ivectors_compatible.sh: WARNING: One of the directories do not contain iVector ID.\n",
+            "steps/nnet2/check_ivectors_compatible.sh: WARNING: That means it's you who's reponsible for keeping \n",
+            "steps/nnet2/check_ivectors_compatible.sh: WARNING: the directories compatible\n",
+            "steps/nnet3/decode.sh: feature type is raw\n",
+            "steps/diagnostic/analyze_lats.sh --cmd run.pl --iter final exp/tdnn/graph_adapt exp/tdnn/decode_test_adapt\n",
+            "steps/diagnostic/analyze_lats.sh: see stats in exp/tdnn/decode_test_adapt/log/analyze_alignments.log\n",
+            "Overall, lattice depth (10,50,90-percentile)=(1,1,4) and mean=2.4\n",
+            "steps/diagnostic/analyze_lats.sh: see stats in exp/tdnn/decode_test_adapt/log/analyze_lattice_depth_stats.log\n",
+            "score best paths\n",
+            "local/score.sh --cmd run.pl data_test/test_small exp/tdnn/graph_adapt exp/tdnn/decode_test_adapt\n",
+            "local/score.sh: scoring with word insertion penalty=0.0,0.5,1.0\n",
+            "score confidence and timing with sclite\n",
+            "Decoding done.\n",
+            "steps/nnet3/decode.sh --nj 4 --acwt 1.0 --post-decode-acwt 10.0 --online-ivector-dir exp/ivectors_test exp/tdnn/graph data_test/test_small exp/tdnn/decode_test\n",
+            "steps/nnet2/check_ivectors_compatible.sh: WARNING: One of the directories do not contain iVector ID.\n",
+            "steps/nnet2/check_ivectors_compatible.sh: WARNING: That means it's you who's reponsible for keeping \n",
+            "steps/nnet2/check_ivectors_compatible.sh: WARNING: the directories compatible\n",
+            "steps/nnet3/decode.sh: feature type is raw\n",
+            "steps/diagnostic/analyze_lats.sh --cmd run.pl --iter final exp/tdnn/graph exp/tdnn/decode_test\n",
+            "steps/diagnostic/analyze_lats.sh: see stats in exp/tdnn/decode_test/log/analyze_alignments.log\n",
+            "Overall, lattice depth (10,50,90-percentile)=(1,5,23) and mean=10.4\n",
+            "steps/diagnostic/analyze_lats.sh: see stats in exp/tdnn/decode_test/log/analyze_lattice_depth_stats.log\n",
+            "score best paths\n",
+            "local/score.sh --cmd run.pl data_test/test_small exp/tdnn/graph exp/tdnn/decode_test\n",
+            "local/score.sh: scoring with word insertion penalty=0.0,0.5,1.0\n",
+            "score confidence and timing with sclite\n",
+            "Decoding done.\n"
+          ]
+        }
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "!bash RESULTS"
+      ],
+      "metadata": {
+        "id": "ABtcNyUDX4S8",
+        "outputId": "d5e50be7-3293-4a59-94b8-9bfa46736481",
+        "colab": {
+          "base_uri": "https://localhost:8080/"
+        }
+      },
+      "execution_count": 11,
+      "outputs": [
+        {
+          "output_type": "stream",
+          "name": "stdout",
+          "text": [
+            "%WER 11.77 [ 107 / 909, 13 ins, 7 del, 87 sub ] exp/tdnn/decode_test/wer_7_1.0\n",
+            "%WER 0.22 [ 2 / 909, 0 ins, 1 del, 1 sub ] exp/tdnn/decode_test_adapt/wer_10_1.0\n"
+          ]
+        }
+      ]
+    }
+  ]
+}

python/example/test_alternatives.py

@@ -1,17 +1,17 @@
 #!/usr/bin/env python3
 
-from vosk import Model, KaldiRecognizer, SetLogLevel
-import sys
-import os
 import wave
+import sys
 import json
 
+from vosk import Model, KaldiRecognizer, SetLogLevel
+
 SetLogLevel(0)
 
 wf = wave.open(sys.argv[1], "rb")
 if wf.getnchannels() != 1 or wf.getsampwidth() != 2 or wf.getcomptype() != "NONE":
-    print ("Audio file must be WAV format mono PCM.")
-    exit (1)
+    print("Audio file must be WAV format mono PCM.")
+    sys.exit(1)
 
 model = Model(lang="en-us")
 rec = KaldiRecognizer(model, wf.getframerate())

python/example/test_empty.py

@@ -1,11 +1,11 @@
 #!/usr/bin/env python3
 
-from vosk import Model, KaldiRecognizer
-import sys
 import json
 
+from vosk import Model, KaldiRecognizer
+
 model = Model(lang="en-us")
 rec = KaldiRecognizer(model, 8000)
 
 res = json.loads(rec.FinalResult())
-print (res)
+print(res)