Path	Lines of Code
CMakeLists.txt	112
CODE_OF_CONDUCT.md	57
CONTRIBUTING.md	180
README.md	115
examples/asr/emformer_rnnt/README.md	62
examples/asr/emformer_rnnt/common.py	73
examples/asr/emformer_rnnt/eval.py	113
examples/asr/emformer_rnnt/global_stats.py	75
examples/asr/emformer_rnnt/librispeech/global_stats.json	166
examples/asr/emformer_rnnt/librispeech/lightning.py	193
examples/asr/emformer_rnnt/librispeech/train_spm.py	56
examples/asr/emformer_rnnt/mustc/dataset.py	43
examples/asr/emformer_rnnt/mustc/lightning.py	160
examples/asr/emformer_rnnt/mustc/train_spm.py	52
examples/asr/emformer_rnnt/pipeline_demo.py	82
examples/asr/emformer_rnnt/tedlium3/eval_pipeline.py	71
examples/asr/emformer_rnnt/tedlium3/global_stats.json	166
examples/asr/emformer_rnnt/tedlium3/lightning.py	185
examples/asr/emformer_rnnt/tedlium3/train_spm.py	67
examples/asr/emformer_rnnt/train.py	127
examples/asr/librispeech_ctc_decoder/README.md	22
examples/asr/librispeech_ctc_decoder/inference.py	110
examples/hubert/dataset/__init__.py	10
examples/hubert/dataset/hubert_dataset.py	189
examples/hubert/preprocess.py	115
examples/hubert/train.py	1
examples/hubert/utils/__init__.py	9
examples/hubert/utils/common_utils.py	46
examples/hubert/utils/feature_utils.py	104
examples/hubert/utils/kmeans.py	110
examples/interactive_asr/README.md	56
examples/interactive_asr/__init__.py	2
examples/interactive_asr/asr.py	23
examples/interactive_asr/utils.py	119
examples/interactive_asr/vad.py	154
examples/libtorchaudio/CMakeLists.txt	12
examples/libtorchaudio/README.md	23
examples/libtorchaudio/augmentation/CMakeLists.txt	3
examples/libtorchaudio/augmentation/README.md	23
examples/libtorchaudio/augmentation/create_jittable_pipeline.py	46
examples/libtorchaudio/augmentation/main.cpp	19
examples/libtorchaudio/build.sh	12
examples/libtorchaudio/data/README.md	3
examples/libtorchaudio/speech_recognition/CMakeLists.txt	6
examples/libtorchaudio/speech_recognition/README.md	127
examples/libtorchaudio/speech_recognition/build_pipeline_from_fairseq.py	137
examples/libtorchaudio/speech_recognition/build_pipeline_from_huggingface_transformers.py	94
examples/libtorchaudio/speech_recognition/greedy_decoder.py	17
examples/libtorchaudio/speech_recognition/parse_librispeech.py	27
examples/libtorchaudio/speech_recognition/parse_voxforge.py	37
examples/libtorchaudio/speech_recognition/transcribe.cpp	36
examples/libtorchaudio/speech_recognition/transcribe_list.cpp	61
examples/pipeline_tacotron2/README.md	212
examples/pipeline_tacotron2/datasets.py	82
examples/pipeline_tacotron2/inference.py	260
examples/pipeline_tacotron2/loss.py	21
examples/pipeline_tacotron2/text/__init__.py	1
examples/pipeline_tacotron2/text/numbers.py	67
examples/pipeline_tacotron2/text/text_preprocessing.py	91
examples/pipeline_tacotron2/train.py	399
examples/pipeline_tacotron2/utils.py	31
examples/pipeline_wav2letter/README.md	43
examples/pipeline_wav2letter/ctc_decoders.py	5
examples/pipeline_wav2letter/datasets.py	85
examples/pipeline_wav2letter/languagemodels.py	28
examples/pipeline_wav2letter/main.py	496
examples/pipeline_wav2letter/transforms.py	7
examples/pipeline_wav2letter/utils.py	35
examples/pipeline_wavernn/README.md	37
examples/pipeline_wavernn/datasets.py	71
examples/pipeline_wavernn/inference.py	80
examples/pipeline_wavernn/losses.py	61
examples/pipeline_wavernn/main.py	364
examples/pipeline_wavernn/processing.py	21
examples/pipeline_wavernn/utils.py	38
examples/pipeline_wavernn/wavernn_inference_wrapper.py	63
examples/source_separation/README.md	55
examples/source_separation/conv_tasnet/README.md	33
examples/source_separation/conv_tasnet/__init__.py	2
examples/source_separation/conv_tasnet/train.py	281
examples/source_separation/conv_tasnet/trainer.py	98
examples/source_separation/eval.py	82
examples/source_separation/lightning_train.py	300
examples/source_separation/train.py	126
examples/source_separation/utils/__init__.py	6
examples/source_separation/utils/dataset/__init__.py	2
examples/source_separation/utils/dataset/utils.py	68
examples/source_separation/utils/dataset/wsj0mix.py	41
examples/source_separation/utils/dist_utils.py	64
examples/source_separation/utils/metrics.py	56
examples/test/__init__.py	1
examples/test/test_interactive_asr.py	94
examples/tutorials/README.rst	2
examples/tutorials/asr_inference_with_ctc_decoder_tutorial.py	137
examples/tutorials/audio_data_augmentation_tutorial.py	229
examples/tutorials/audio_datasets_tutorial.py	39
examples/tutorials/audio_feature_augmentation_tutorial.py	80
examples/tutorials/audio_feature_extractions_tutorial.py	265
examples/tutorials/audio_io_tutorial.py	186
examples/tutorials/audio_resampling_tutorial.py	263
examples/tutorials/device_asr.py	76
examples/tutorials/forced_alignment_tutorial.py	229
examples/tutorials/mvdr_tutorial.py	86
examples/tutorials/online_asr_tutorial.py	57
examples/tutorials/speech_recognition_pipeline_tutorial.py	61
examples/tutorials/streaming_api_tutorial.py	161
examples/tutorials/tacotron2_pipeline_tutorial.py	108
mypy.ini	3
packaging/README.md	77
requirements.txt	14
sokrates_conventions.json	72
test/torchaudio_unittest/README.md	109
test/torchaudio_unittest/assets/VCTK-Corpus/txt/p224/p224_002.txt	1
test/torchaudio_unittest/assets/decoder/lexicon.txt	3
test/torchaudio_unittest/assets/decoder/tokens.txt	7
test/torchaudio_unittest/assets/sox_effect_test_fir_coeffs.txt	1
test/torchaudio_unittest/assets/wav2vec2/fairseq/hubert_base_ls960.json	69
test/torchaudio_unittest/assets/wav2vec2/fairseq/hubert_large_ll60k.json	68
test/torchaudio_unittest/assets/wav2vec2/fairseq/hubert_large_ll60k_finetune_ls960.json	89
test/torchaudio_unittest/assets/wav2vec2/fairseq/hubert_xtralarge_ll60k.json	68
test/torchaudio_unittest/assets/wav2vec2/fairseq/hubert_xtralarge_ll60k_finetune_ls960.json	89
test/torchaudio_unittest/assets/wav2vec2/fairseq/libri960_big.json	54
test/torchaudio_unittest/assets/wav2vec2/fairseq/wav2vec_large_960h.json	146
test/torchaudio_unittest/assets/wav2vec2/fairseq/wav2vec_large_lv60k_960h.json	146
test/torchaudio_unittest/assets/wav2vec2/fairseq/wav2vec_large_lv60k_self_960h.json	146
test/torchaudio_unittest/assets/wav2vec2/fairseq/wav2vec_small.json	54
test/torchaudio_unittest/assets/wav2vec2/fairseq/wav2vec_small_960h.json	146
test/torchaudio_unittest/assets/wav2vec2/fairseq/wav2vec_vox_new.json	54
test/torchaudio_unittest/assets/wav2vec2/fairseq/xlsr_53_56k.json	51
test/torchaudio_unittest/assets/wav2vec2/huggingface/wav2vec2-base-10k-voxpopuli.json	68
test/torchaudio_unittest/assets/wav2vec2/huggingface/wav2vec2-base-960h.json	68
test/torchaudio_unittest/assets/wav2vec2/huggingface/wav2vec2-base.json	77
test/torchaudio_unittest/assets/wav2vec2/huggingface/wav2vec2-large-960h-lv60-self.json	68
test/torchaudio_unittest/assets/wav2vec2/huggingface/wav2vec2-large-960h-lv60.json	68
test/torchaudio_unittest/assets/wav2vec2/huggingface/wav2vec2-large-960h.json	68
test/torchaudio_unittest/assets/wav2vec2/huggingface/wav2vec2-large-lv60.json	68
test/torchaudio_unittest/assets/wav2vec2/huggingface/wav2vec2-large-xlsr-53-german.json	68
test/torchaudio_unittest/assets/wav2vec2/huggingface/wav2vec2-large-xlsr-53.json	75
test/torchaudio_unittest/assets/wav2vec2/huggingface/wav2vec2-large.json	68
torchaudio/csrc/CMakeLists.txt	253
torchaudio/csrc/ffmpeg/README.md	102