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This commit is contained in:
wehub-resource-sync
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NeMo ASR API
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============
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Model Classes
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-------------
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.. autoclass:: nemo.collections.asr.models.EncDecCTCModel
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:show-inheritance:
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:members: transcribe, change_vocabulary, setup_training_data, setup_optimization, setup_validation_data, setup_test_data, register_artifact
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.. autoclass:: nemo.collections.asr.models.EncDecCTCModelBPE
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:show-inheritance:
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:members: transcribe, change_vocabulary, setup_training_data, setup_optimization, setup_validation_data, setup_test_data, register_artifact
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.. autoclass:: nemo.collections.asr.models.EncDecRNNTModel
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:show-inheritance:
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:members: transcribe, change_vocabulary, setup_training_data, setup_optimization, setup_validation_data, setup_test_data, register_artifact
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.. autoclass:: nemo.collections.asr.models.EncDecRNNTBPEModel
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:show-inheritance:
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:members: transcribe, change_vocabulary, setup_training_data, setup_optimization, setup_validation_data, setup_test_data, register_artifact
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.. autoclass:: nemo.collections.asr.models.EncDecRNNTBPEModelWithPrompt
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:show-inheritance:
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:members: transcribe, set_inference_prompt, initialize_prompt_feature, change_vocabulary, setup_training_data, setup_optimization, setup_validation_data, setup_test_data, register_artifact
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.. autoclass:: nemo.collections.asr.models.EncDecHybridRNNTCTCBPEModelWithPrompt
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:show-inheritance:
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:members: transcribe, set_inference_prompt, initialize_prompt_feature, change_vocabulary, setup_training_data, setup_optimization, setup_validation_data, setup_test_data, register_artifact
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.. autoclass:: nemo.collections.asr.models.EncDecMultiTalkerRNNTBPEModel
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:show-inheritance:
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:members: transcribe, change_vocabulary, setup_training_data, setup_optimization, setup_validation_data, setup_test_data, register_artifact
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.. autoclass:: nemo.collections.asr.models.EncDecClassificationModel
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:show-inheritance:
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:members: setup_training_data, setup_optimization, setup_validation_data, setup_test_data, register_artifact
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.. autoclass:: nemo.collections.asr.models.EncDecSpeakerLabelModel
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:show-inheritance:
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:members: setup_training_data, setup_optimization, setup_validation_data, setup_test_data, register_artifact
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.. _asr-api-modules:
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Modules
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-------
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.. autoclass:: nemo.collections.asr.modules.ConvASREncoder
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.modules.ConvASRDecoder
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.modules.ConvASRDecoderClassification
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.modules.SpeakerDecoder
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:show-inheritance:
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:members:
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.. _conformer-encoder-api:
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.. autoclass:: nemo.collections.asr.modules.ConformerEncoder
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:show-inheritance:
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:members:
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.. _rnn-encoder-api:
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.. autoclass:: nemo.collections.asr.modules.RNNEncoder
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:show-inheritance:
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:members:
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.. _rnnt-decoder-api:
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.. autoclass:: nemo.collections.asr.modules.RNNTDecoder
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.modules.StatelessTransducerDecoder
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:show-inheritance:
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:members:
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.. _rnnt-joint-api:
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.. autoclass:: nemo.collections.asr.modules.RNNTJoint
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.modules.SampledRNNTJoint
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:show-inheritance:
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:members:
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Mixins
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------
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.. autoclass:: nemo.collections.asr.parts.mixins.mixins.ASRBPEMixin
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.mixins.mixins.ASRModuleMixin
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.mixins.transcription.TranscriptionMixin
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.mixins.transcription.TranscribeConfig
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.mixins.interctc_mixin.InterCTCMixin
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.mixins.multitalker_asr_mixins.SpeakerKernelMixin
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:show-inheritance:
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:members:
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.. _asr-api-datasets:
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Datasets
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--------
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Character Encoding Datasets
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~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: nemo.collections.asr.data.audio_to_text.AudioToCharDataset
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.data.audio_to_text.TarredAudioToCharDataset
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:show-inheritance:
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:members:
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Text-to-Text Datasets
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~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: nemo.collections.asr.data.text_to_text.TextToTextDataset
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.data.text_to_text.TextToTextIterableDataset
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:show-inheritance:
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:members:
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Speaker-Tagged Datasets for Multitalker ASR models
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: nemo.collections.asr.data.audio_to_text_lhotse_speaker.LhotseSpeechToTextSpkBpeDataset
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.data.audio_to_diar_label_lhotse.LhotseAudioToSpeechE2ESpkDiarDataset
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.data.data_simulation.MultiSpeakerSimulator
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.data.data_simulation.RIRMultiSpeakerSimulator
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:show-inheritance:
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:members:
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Subword Encoding Datasets
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~~~~~~~~~~~~~~~~~~~~~~~~~
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.. autoclass:: nemo.collections.asr.data.audio_to_text.AudioToBPEDataset
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.data.audio_to_text.TarredAudioToBPEDataset
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:show-inheritance:
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:members:
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.. _asr-audio-preprocessors:
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Audio Preprocessors
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-------------------
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.. autoclass:: nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.modules.AudioToMFCCPreprocessor
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:show-inheritance:
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:members:
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.. _asr-api-audio-augmentors:
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Audio Augmentors
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----------------
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.. autoclass:: nemo.collections.asr.modules.SpectrogramAugmentation
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.modules.CropOrPadSpectrogramAugmentation
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.preprocessing.perturb.SpeedPerturbation
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.preprocessing.perturb.TimeStretchPerturbation
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.preprocessing.perturb.GainPerturbation
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.preprocessing.perturb.ImpulsePerturbation
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.preprocessing.perturb.ShiftPerturbation
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.preprocessing.perturb.NoisePerturbation
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.preprocessing.perturb.WhiteNoisePerturbation
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.preprocessing.perturb.RirAndNoisePerturbation
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.preprocessing.perturb.TranscodePerturbation
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:show-inheritance:
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:members:
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Miscellaneous Classes
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---------------------
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CTC Decoding
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~~~~~~~~~~~~
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.. autoclass:: nemo.collections.asr.parts.submodules.ctc_decoding.CTCDecoding
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.submodules.ctc_decoding.CTCBPEDecoding
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.submodules.ctc_greedy_decoding.GreedyCTCInfer
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.submodules.ctc_beam_decoding.BeamCTCInfer
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:show-inheritance:
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:members:
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RNNT Decoding
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~~~~~~~~~~~~~
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.. autoclass:: nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTDecoding
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.submodules.rnnt_decoding.RNNTBPEDecoding
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyRNNTInfer
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyBatchedRNNTInfer
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamRNNTInfer
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.submodules.rnnt_beam_decoding.BeamBatchedRNNTInfer
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:show-inheritance:
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:members:
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TDT Decoding
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~~~~~~~~~~~~~
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.. autoclass:: nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyTDTInfer
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.submodules.rnnt_greedy_decoding.GreedyBatchedTDTInfer
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.submodules.tdt_beam_decoding.BeamTDTInfer
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:show-inheritance:
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:members:
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.. autoclass:: nemo.collections.asr.parts.submodules.tdt_beam_decoding.BeamBatchedTDTInfer
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:show-inheritance:
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:members:
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Hypotheses
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~~~~~~~~~~
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.. autoclass:: nemo.collections.asr.parts.utils.rnnt_utils.Hypothesis
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:show-inheritance:
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:no-members:
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.. autoclass:: nemo.collections.asr.parts.utils.rnnt_utils.NBestHypotheses
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:show-inheritance:
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:no-members:
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Adapter Networks
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~~~~~~~~~~~~~~~~
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.. autoclass:: nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.MultiHeadAttentionAdapter
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:show-inheritance:
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:members:
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:member-order: bysource
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.. autoclass:: nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.RelPositionMultiHeadAttentionAdapter
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:show-inheritance:
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:members:
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:member-order: bysource
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.. autoclass:: nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.PositionalEncodingAdapter
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:show-inheritance:
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:members:
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:member-order: bysource
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.. autoclass:: nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.RelPositionalEncodingAdapter
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:show-inheritance:
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:members:
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:member-order: bysource
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Adapter Strategies
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~~~~~~~~~~~~~~~~~~
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.. autoclass:: nemo.collections.asr.parts.submodules.adapters.multi_head_attention_adapter_module.MHAResidualAddAdapterStrategy
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:show-inheritance:
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:members:
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:member-order: bysource
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:undoc-members: adapter_module_names
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