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Speech Classification
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==================================
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Speech Classification refers to a set of tasks or problems of getting a program to automatically classify input utterance or audio segment into categories,
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such as Speech Command Recognition (multi-class), Voice Activity Detection (binary or multi-class), and Audio Sentiment Classification (typically multi-class), etc.
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**Speech Command Recognition** is the task of classifying an input audio pattern into a discrete set of classes.
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It is a subset of Automatic Speech Recognition (ASR), sometimes referred to as Key Word Spotting, in which a model is constantly analyzing speech patterns to detect certain "command" classes.
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Upon detection of these commands, a specific action can be taken by the system.
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It is often the objective of command recognition models to be small and efficient so that they can be deployed onto low-power sensors and remain active for long durations of time.
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**Voice Activity Detection (VAD)** also known as speech activity detection or speech detection, is the task of predicting which parts of input audio contain speech versus background noise.
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It is an essential first step for a variety of speech-based applications including Automatic Speech Recognition.
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It serves to determine which samples to be sent to the model and when to close the microphone.
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**Spoken Language Identification (Lang ID)** also known as spoken language recognition, is the task of recognizing the language of the spoken utterance automatically.
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It typically serves as the prepossessing of ASR, determining which ASR model would be activate based on the language.
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The full documentation tree is as follows:
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.. toctree::
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:maxdepth: 8
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models
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datasets
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results
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configs
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resources.rst
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.. include:: resources.rst
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