├── .dockerignore ├── .github └── workflows │ ├── python-publish.yml │ └── wiki-publish.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .pylintrc ├── .vscode ├── extensions.json ├── launch.json └── settings.json ├── Dockerfile ├── LICENSE ├── MANIFEST.in ├── README.md ├── docker-compose.yml ├── docs ├── features.md ├── figs │ ├── log_gammatone_spectrogram.png │ ├── log_mel_spectrogram.png │ ├── mfcc.png │ └── spectrogram.png ├── tokenizers.md └── tutorials │ ├── testing.md │ ├── tflite.md │ └── training.md ├── examples ├── datasets │ ├── librispeech │ │ ├── characters │ │ │ ├── char.yml.j2 │ │ │ ├── english.metadata.json │ │ │ └── english.vocab │ │ ├── config.yml.j2 │ │ ├── prepare_transcript.py │ │ ├── sentencepiece │ │ │ ├── sp.256.yml.j2 │ │ │ ├── sp.yml.j2 │ │ │ ├── train_8000&960.model │ │ │ ├── train_bpe_1000.metadata.json │ │ │ ├── train_bpe_1000.model │ │ │ ├── train_bpe_1000.vocab │ │ │ ├── train_bpe_256.metadata.json │ │ │ ├── train_bpe_256.model │ │ │ └── train_bpe_256.vocab │ │ ├── subwords │ │ │ ├── train_1030_4.metadata.json │ │ │ └── train_1030_4.subwords │ │ └── wordpiece │ │ │ ├── train_1000.metadata.json │ │ │ ├── train_1000.vocab │ │ │ ├── train_1000_whitespace.metadata.json │ │ │ ├── train_1000_whitespace.vocab │ │ │ ├── wp.yml.j2 │ │ │ └── wp_whitespace.yml.j2 │ ├── vietbud500 │ │ ├── config.yml.j2 │ │ ├── download.py │ │ └── sentencepiece │ │ │ ├── sp.256.yml.j2 │ │ │ ├── sp.yml.j2 │ │ │ ├── train_bpe_1000.metadata.json │ │ │ ├── train_bpe_1000.model │ │ │ ├── train_bpe_1000.vocab │ │ │ ├── train_bpe_256.metadata.json │ │ │ ├── train_bpe_256.model │ │ │ └── train_bpe_256.vocab │ └── vivos │ │ └── vietnamese.characters ├── inferences │ ├── README.md │ ├── main.py │ ├── rnn_transducer.py │ ├── streaming_tflite_conformer.py │ ├── tflite.py │ └── wavs │ │ ├── 1089-134691-0000.flac │ │ └── 2033-164915-0001.flac └── models │ ├── ctc │ ├── conformer │ │ ├── results │ │ │ └── sentencepiece │ │ │ │ ├── README.md │ │ │ │ └── figs │ │ │ │ ├── librispeech-small-streaming-batch-loss.jpg │ │ │ │ ├── librispeech-small-streaming-epoch-loss.jpg │ │ │ │ └── librispeech-small-streaming-lr.jpg │ │ ├── small-streaming.yml.j2 │ │ └── small.yml.j2 │ ├── deepspeech2 │ │ ├── base.yml.j2 │ │ └── uni.yml.j2 │ ├── jasper │ │ └── base.yml.j2 │ └── transformer │ │ ├── README.md │ │ ├── base-streaming.yml.j2 │ │ └── base.yml.j2 │ └── transducer │ ├── conformer │ ├── README.md │ ├── inference │ │ ├── gen_saved_model.py │ │ └── run_saved_model.py │ ├── results │ │ ├── sentencepiece │ │ │ ├── README.md │ │ │ └── figs │ │ │ │ ├── vietbud500-small-streaming-batch-loss.jpg │ │ │ │ ├── vietbud500-small-streaming-epoch-loss.jpg │ │ │ │ └── vietbud500-small-streaming-lr.jpg │ │ └── subword - deprecated │ │ │ └── figs │ │ │ ├── conformer.svg │ │ │ └── subword_conformer_loss.svg │ ├── small-streaming.yml.j2 │ └── small.yml.j2 │ ├── contextnet │ ├── README.md │ ├── results │ │ └── wordpiece │ │ │ ├── README.md │ │ │ └── figs │ │ │ ├── contextnet-small-wp1k-whitespace-batch-loss.svg │ │ │ ├── contextnet-small-wp1k-whitespace-epoch-loss.svg │ │ │ └── contextnet-small-wp1k-whitespace-lr.svg │ └── small.yml.j2 │ └── rnnt │ ├── README.md │ ├── results │ ├── sentencepiece │ │ ├── README.md │ │ └── figs │ │ │ ├── rnnt-tiny-sp256-batch-loss.svg │ │ │ └── rnnt-tiny-sp256-epoch-loss.svg │ └── subword - deprecated │ │ ├── README.md │ │ └── figs │ │ ├── epoch_learning_rate.svg │ │ └── subword_rnnt_loss.svg │ └── small.yml.j2 ├── pyproject.toml ├── requirements.apple.txt ├── requirements.cpu.txt ├── requirements.dev.txt ├── requirements.gpu.txt ├── requirements.text.txt ├── requirements.tpu.txt ├── requirements.txt ├── scripts ├── install_ctc_decoders.sh ├── install_ctc_loss.sh └── install_rnnt_loss.sh ├── setup.cfg ├── setup.py ├── setup.sh ├── tensorflow_asr ├── __init__.py ├── abstracts.py ├── augmentations │ ├── README.md │ ├── __init__.py │ ├── augmentation.py │ └── methods │ │ ├── __init__.py │ │ ├── base_method.py │ │ ├── gaussnoise.py │ │ └── specaugment.py ├── callbacks.py ├── configs.py ├── datasets.py ├── features │ ├── README.md │ ├── __init__.py │ └── gammatone.py ├── losses │ ├── __init__.py │ ├── base_loss.py │ ├── ctc_loss.py │ ├── impl │ │ ├── __init__.py │ │ ├── ctc_tpu.py │ │ └── rnnt.py │ └── rnnt_loss.py ├── metrics │ ├── __init__.py │ └── error_rates.py ├── models │ ├── __init__.py │ ├── activations │ │ ├── __init__.py │ │ └── glu.py │ ├── base_layer.py │ ├── base_model.py │ ├── ctc │ │ ├── __init__.py │ │ ├── base_ctc.py │ │ ├── conformer.py │ │ ├── deepspeech2.py │ │ ├── jasper.py │ │ └── transformer.py │ ├── decoders │ │ └── __init__.py │ ├── encoders │ │ ├── __init__.py │ │ ├── conformer.py │ │ ├── contextnet.py │ │ ├── deepspeech2.py │ │ ├── jasper.py │ │ ├── rnnt.py │ │ └── transformer.py │ ├── layers │ │ ├── __init__.py │ │ ├── blurpool.py │ │ ├── convolution.py │ │ ├── embedding.py │ │ ├── feature_extraction.py │ │ ├── general.py │ │ ├── memory.py │ │ ├── multihead_attention.py │ │ ├── norm.py │ │ ├── positional_encoding.py │ │ ├── residual.py │ │ ├── sequence_wise_bn.py │ │ └── subsampling.py │ └── transducer │ │ ├── __init__.py │ │ ├── base_transducer.py │ │ ├── conformer.py │ │ ├── contextnet.py │ │ ├── rnnt.py │ │ └── transformer.py ├── optimizers │ ├── __init__.py │ ├── accumulation.py │ ├── regularizers.py │ └── schedules.py ├── schemas.py ├── scripts │ ├── __init__.py │ ├── save.py │ ├── test.py │ ├── tflite.py │ ├── train.py │ └── utils │ │ ├── __init__.py │ │ ├── create_datasets_metadata.py │ │ ├── create_mls_trans.py │ │ └── create_tfrecords.py ├── tokenizers.py └── utils │ ├── __init__.py │ ├── app_util.py │ ├── cli_util.py │ ├── data_util.py │ ├── env_util.py │ ├── feature_util.py │ ├── file_util.py │ ├── keras_util.py │ ├── layer_util.py │ ├── math_util.py │ ├── metric_util.py │ ├── plot_util.py │ ├── shape_util.py │ └── tf_util.py └── tests ├── __init__.py ├── conftest.py ├── featurizer ├── test_sentencepiece.py ├── test_speech_featurizer.py └── transcripts_librispeech_train_clean_100.tsv ├── test.flac ├── test_bug.py ├── test_callbacks.py ├── test_layers.py ├── test_mask.py ├── test_relpe.py ├── test_rnnt_loss.py ├── test_schedules.py ├── test_tokenizers.py └── test_utils.py /.dockerignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/.dockerignore -------------------------------------------------------------------------------- /.github/workflows/python-publish.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/.github/workflows/python-publish.yml -------------------------------------------------------------------------------- /.github/workflows/wiki-publish.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/.github/workflows/wiki-publish.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/.gitignore -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/.pre-commit-config.yaml -------------------------------------------------------------------------------- /.pylintrc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/.pylintrc -------------------------------------------------------------------------------- /.vscode/extensions.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/.vscode/extensions.json -------------------------------------------------------------------------------- /.vscode/launch.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/.vscode/launch.json -------------------------------------------------------------------------------- /.vscode/settings.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/.vscode/settings.json -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/Dockerfile -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/LICENSE -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- 1 | include requirements.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/README.md -------------------------------------------------------------------------------- /docker-compose.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/docker-compose.yml -------------------------------------------------------------------------------- /docs/features.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/docs/features.md -------------------------------------------------------------------------------- /docs/figs/log_gammatone_spectrogram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/docs/figs/log_gammatone_spectrogram.png -------------------------------------------------------------------------------- /docs/figs/log_mel_spectrogram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/docs/figs/log_mel_spectrogram.png -------------------------------------------------------------------------------- /docs/figs/mfcc.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/docs/figs/mfcc.png -------------------------------------------------------------------------------- /docs/figs/spectrogram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/docs/figs/spectrogram.png -------------------------------------------------------------------------------- /docs/tokenizers.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/docs/tokenizers.md -------------------------------------------------------------------------------- /docs/tutorials/testing.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/docs/tutorials/testing.md -------------------------------------------------------------------------------- /docs/tutorials/tflite.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/docs/tutorials/tflite.md -------------------------------------------------------------------------------- /docs/tutorials/training.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/docs/tutorials/training.md -------------------------------------------------------------------------------- /examples/datasets/librispeech/characters/char.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/characters/char.yml.j2 -------------------------------------------------------------------------------- /examples/datasets/librispeech/characters/english.metadata.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/characters/english.metadata.json -------------------------------------------------------------------------------- /examples/datasets/librispeech/characters/english.vocab: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/characters/english.vocab -------------------------------------------------------------------------------- /examples/datasets/librispeech/config.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/config.yml.j2 -------------------------------------------------------------------------------- /examples/datasets/librispeech/prepare_transcript.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/prepare_transcript.py -------------------------------------------------------------------------------- /examples/datasets/librispeech/sentencepiece/sp.256.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/sentencepiece/sp.256.yml.j2 -------------------------------------------------------------------------------- /examples/datasets/librispeech/sentencepiece/sp.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/sentencepiece/sp.yml.j2 -------------------------------------------------------------------------------- /examples/datasets/librispeech/sentencepiece/train_8000&960.model: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/sentencepiece/train_8000&960.model -------------------------------------------------------------------------------- /examples/datasets/librispeech/sentencepiece/train_bpe_1000.metadata.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/sentencepiece/train_bpe_1000.metadata.json -------------------------------------------------------------------------------- /examples/datasets/librispeech/sentencepiece/train_bpe_1000.model: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/sentencepiece/train_bpe_1000.model -------------------------------------------------------------------------------- /examples/datasets/librispeech/sentencepiece/train_bpe_1000.vocab: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/sentencepiece/train_bpe_1000.vocab -------------------------------------------------------------------------------- /examples/datasets/librispeech/sentencepiece/train_bpe_256.metadata.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/sentencepiece/train_bpe_256.metadata.json -------------------------------------------------------------------------------- /examples/datasets/librispeech/sentencepiece/train_bpe_256.model: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/sentencepiece/train_bpe_256.model -------------------------------------------------------------------------------- /examples/datasets/librispeech/sentencepiece/train_bpe_256.vocab: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/sentencepiece/train_bpe_256.vocab -------------------------------------------------------------------------------- /examples/datasets/librispeech/subwords/train_1030_4.metadata.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/subwords/train_1030_4.metadata.json -------------------------------------------------------------------------------- /examples/datasets/librispeech/subwords/train_1030_4.subwords: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/subwords/train_1030_4.subwords -------------------------------------------------------------------------------- /examples/datasets/librispeech/wordpiece/train_1000.metadata.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/wordpiece/train_1000.metadata.json -------------------------------------------------------------------------------- /examples/datasets/librispeech/wordpiece/train_1000.vocab: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/wordpiece/train_1000.vocab -------------------------------------------------------------------------------- /examples/datasets/librispeech/wordpiece/train_1000_whitespace.metadata.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/wordpiece/train_1000_whitespace.metadata.json -------------------------------------------------------------------------------- /examples/datasets/librispeech/wordpiece/train_1000_whitespace.vocab: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/wordpiece/train_1000_whitespace.vocab -------------------------------------------------------------------------------- /examples/datasets/librispeech/wordpiece/wp.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/wordpiece/wp.yml.j2 -------------------------------------------------------------------------------- /examples/datasets/librispeech/wordpiece/wp_whitespace.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/librispeech/wordpiece/wp_whitespace.yml.j2 -------------------------------------------------------------------------------- /examples/datasets/vietbud500/config.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/vietbud500/config.yml.j2 -------------------------------------------------------------------------------- /examples/datasets/vietbud500/download.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/vietbud500/download.py -------------------------------------------------------------------------------- /examples/datasets/vietbud500/sentencepiece/sp.256.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/vietbud500/sentencepiece/sp.256.yml.j2 -------------------------------------------------------------------------------- /examples/datasets/vietbud500/sentencepiece/sp.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/vietbud500/sentencepiece/sp.yml.j2 -------------------------------------------------------------------------------- /examples/datasets/vietbud500/sentencepiece/train_bpe_1000.metadata.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/vietbud500/sentencepiece/train_bpe_1000.metadata.json -------------------------------------------------------------------------------- /examples/datasets/vietbud500/sentencepiece/train_bpe_1000.model: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/vietbud500/sentencepiece/train_bpe_1000.model -------------------------------------------------------------------------------- /examples/datasets/vietbud500/sentencepiece/train_bpe_1000.vocab: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/vietbud500/sentencepiece/train_bpe_1000.vocab -------------------------------------------------------------------------------- /examples/datasets/vietbud500/sentencepiece/train_bpe_256.metadata.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/vietbud500/sentencepiece/train_bpe_256.metadata.json -------------------------------------------------------------------------------- /examples/datasets/vietbud500/sentencepiece/train_bpe_256.model: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/vietbud500/sentencepiece/train_bpe_256.model -------------------------------------------------------------------------------- /examples/datasets/vietbud500/sentencepiece/train_bpe_256.vocab: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/vietbud500/sentencepiece/train_bpe_256.vocab -------------------------------------------------------------------------------- /examples/datasets/vivos/vietnamese.characters: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/datasets/vivos/vietnamese.characters -------------------------------------------------------------------------------- /examples/inferences/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/inferences/README.md -------------------------------------------------------------------------------- /examples/inferences/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/inferences/main.py -------------------------------------------------------------------------------- /examples/inferences/rnn_transducer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/inferences/rnn_transducer.py -------------------------------------------------------------------------------- /examples/inferences/streaming_tflite_conformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/inferences/streaming_tflite_conformer.py -------------------------------------------------------------------------------- /examples/inferences/tflite.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/inferences/tflite.py -------------------------------------------------------------------------------- /examples/inferences/wavs/1089-134691-0000.flac: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/inferences/wavs/1089-134691-0000.flac -------------------------------------------------------------------------------- /examples/inferences/wavs/2033-164915-0001.flac: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/inferences/wavs/2033-164915-0001.flac -------------------------------------------------------------------------------- /examples/models/ctc/conformer/results/sentencepiece/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/ctc/conformer/results/sentencepiece/README.md -------------------------------------------------------------------------------- /examples/models/ctc/conformer/results/sentencepiece/figs/librispeech-small-streaming-batch-loss.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/ctc/conformer/results/sentencepiece/figs/librispeech-small-streaming-batch-loss.jpg -------------------------------------------------------------------------------- /examples/models/ctc/conformer/results/sentencepiece/figs/librispeech-small-streaming-epoch-loss.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/ctc/conformer/results/sentencepiece/figs/librispeech-small-streaming-epoch-loss.jpg -------------------------------------------------------------------------------- /examples/models/ctc/conformer/results/sentencepiece/figs/librispeech-small-streaming-lr.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/ctc/conformer/results/sentencepiece/figs/librispeech-small-streaming-lr.jpg -------------------------------------------------------------------------------- /examples/models/ctc/conformer/small-streaming.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/ctc/conformer/small-streaming.yml.j2 -------------------------------------------------------------------------------- /examples/models/ctc/conformer/small.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/ctc/conformer/small.yml.j2 -------------------------------------------------------------------------------- /examples/models/ctc/deepspeech2/base.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/ctc/deepspeech2/base.yml.j2 -------------------------------------------------------------------------------- /examples/models/ctc/deepspeech2/uni.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/ctc/deepspeech2/uni.yml.j2 -------------------------------------------------------------------------------- /examples/models/ctc/jasper/base.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/ctc/jasper/base.yml.j2 -------------------------------------------------------------------------------- /examples/models/ctc/transformer/README.md: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /examples/models/ctc/transformer/base-streaming.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/ctc/transformer/base-streaming.yml.j2 -------------------------------------------------------------------------------- /examples/models/ctc/transformer/base.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/ctc/transformer/base.yml.j2 -------------------------------------------------------------------------------- /examples/models/transducer/conformer/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/conformer/README.md -------------------------------------------------------------------------------- /examples/models/transducer/conformer/inference/gen_saved_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/conformer/inference/gen_saved_model.py -------------------------------------------------------------------------------- /examples/models/transducer/conformer/inference/run_saved_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/conformer/inference/run_saved_model.py -------------------------------------------------------------------------------- /examples/models/transducer/conformer/results/sentencepiece/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/conformer/results/sentencepiece/README.md -------------------------------------------------------------------------------- /examples/models/transducer/conformer/results/sentencepiece/figs/vietbud500-small-streaming-batch-loss.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/conformer/results/sentencepiece/figs/vietbud500-small-streaming-batch-loss.jpg -------------------------------------------------------------------------------- /examples/models/transducer/conformer/results/sentencepiece/figs/vietbud500-small-streaming-epoch-loss.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/conformer/results/sentencepiece/figs/vietbud500-small-streaming-epoch-loss.jpg -------------------------------------------------------------------------------- /examples/models/transducer/conformer/results/sentencepiece/figs/vietbud500-small-streaming-lr.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/conformer/results/sentencepiece/figs/vietbud500-small-streaming-lr.jpg -------------------------------------------------------------------------------- /examples/models/transducer/conformer/results/subword - deprecated/figs/conformer.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/conformer/results/subword - deprecated/figs/conformer.svg -------------------------------------------------------------------------------- /examples/models/transducer/conformer/results/subword - deprecated/figs/subword_conformer_loss.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/conformer/results/subword - deprecated/figs/subword_conformer_loss.svg -------------------------------------------------------------------------------- /examples/models/transducer/conformer/small-streaming.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/conformer/small-streaming.yml.j2 -------------------------------------------------------------------------------- /examples/models/transducer/conformer/small.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/conformer/small.yml.j2 -------------------------------------------------------------------------------- /examples/models/transducer/contextnet/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/contextnet/README.md -------------------------------------------------------------------------------- /examples/models/transducer/contextnet/results/wordpiece/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/contextnet/results/wordpiece/README.md -------------------------------------------------------------------------------- /examples/models/transducer/contextnet/results/wordpiece/figs/contextnet-small-wp1k-whitespace-batch-loss.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/contextnet/results/wordpiece/figs/contextnet-small-wp1k-whitespace-batch-loss.svg -------------------------------------------------------------------------------- /examples/models/transducer/contextnet/results/wordpiece/figs/contextnet-small-wp1k-whitespace-epoch-loss.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/contextnet/results/wordpiece/figs/contextnet-small-wp1k-whitespace-epoch-loss.svg -------------------------------------------------------------------------------- /examples/models/transducer/contextnet/results/wordpiece/figs/contextnet-small-wp1k-whitespace-lr.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/contextnet/results/wordpiece/figs/contextnet-small-wp1k-whitespace-lr.svg -------------------------------------------------------------------------------- /examples/models/transducer/contextnet/small.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/contextnet/small.yml.j2 -------------------------------------------------------------------------------- /examples/models/transducer/rnnt/README.md: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /examples/models/transducer/rnnt/results/sentencepiece/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/rnnt/results/sentencepiece/README.md -------------------------------------------------------------------------------- /examples/models/transducer/rnnt/results/sentencepiece/figs/rnnt-tiny-sp256-batch-loss.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/rnnt/results/sentencepiece/figs/rnnt-tiny-sp256-batch-loss.svg -------------------------------------------------------------------------------- /examples/models/transducer/rnnt/results/sentencepiece/figs/rnnt-tiny-sp256-epoch-loss.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/rnnt/results/sentencepiece/figs/rnnt-tiny-sp256-epoch-loss.svg -------------------------------------------------------------------------------- /examples/models/transducer/rnnt/results/subword - deprecated/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/rnnt/results/subword - deprecated/README.md -------------------------------------------------------------------------------- /examples/models/transducer/rnnt/results/subword - deprecated/figs/epoch_learning_rate.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/rnnt/results/subword - deprecated/figs/epoch_learning_rate.svg -------------------------------------------------------------------------------- /examples/models/transducer/rnnt/results/subword - deprecated/figs/subword_rnnt_loss.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/rnnt/results/subword - deprecated/figs/subword_rnnt_loss.svg -------------------------------------------------------------------------------- /examples/models/transducer/rnnt/small.yml.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/examples/models/transducer/rnnt/small.yml.j2 -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/pyproject.toml -------------------------------------------------------------------------------- /requirements.apple.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/requirements.apple.txt -------------------------------------------------------------------------------- /requirements.cpu.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/requirements.cpu.txt -------------------------------------------------------------------------------- /requirements.dev.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/requirements.dev.txt -------------------------------------------------------------------------------- /requirements.gpu.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/requirements.gpu.txt -------------------------------------------------------------------------------- /requirements.text.txt: -------------------------------------------------------------------------------- 1 | tensorflow-text~=2.18.0 -------------------------------------------------------------------------------- /requirements.tpu.txt: -------------------------------------------------------------------------------- 1 | tensorflow-tpu~=2.18.0 -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/requirements.txt -------------------------------------------------------------------------------- /scripts/install_ctc_decoders.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/scripts/install_ctc_decoders.sh -------------------------------------------------------------------------------- /scripts/install_ctc_loss.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/scripts/install_ctc_loss.sh -------------------------------------------------------------------------------- /scripts/install_rnnt_loss.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/scripts/install_rnnt_loss.sh -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/setup.cfg -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/setup.py -------------------------------------------------------------------------------- /setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/setup.sh -------------------------------------------------------------------------------- /tensorflow_asr/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/__init__.py -------------------------------------------------------------------------------- /tensorflow_asr/abstracts.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/abstracts.py -------------------------------------------------------------------------------- /tensorflow_asr/augmentations/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/augmentations/README.md -------------------------------------------------------------------------------- /tensorflow_asr/augmentations/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tensorflow_asr/augmentations/augmentation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/augmentations/augmentation.py -------------------------------------------------------------------------------- /tensorflow_asr/augmentations/methods/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tensorflow_asr/augmentations/methods/base_method.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/augmentations/methods/base_method.py -------------------------------------------------------------------------------- /tensorflow_asr/augmentations/methods/gaussnoise.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/augmentations/methods/gaussnoise.py -------------------------------------------------------------------------------- /tensorflow_asr/augmentations/methods/specaugment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/augmentations/methods/specaugment.py -------------------------------------------------------------------------------- /tensorflow_asr/callbacks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/callbacks.py -------------------------------------------------------------------------------- /tensorflow_asr/configs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/configs.py -------------------------------------------------------------------------------- /tensorflow_asr/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/datasets.py -------------------------------------------------------------------------------- /tensorflow_asr/features/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/features/README.md -------------------------------------------------------------------------------- /tensorflow_asr/features/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tensorflow_asr/features/gammatone.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/features/gammatone.py -------------------------------------------------------------------------------- /tensorflow_asr/losses/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tensorflow_asr/losses/base_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/losses/base_loss.py -------------------------------------------------------------------------------- /tensorflow_asr/losses/ctc_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/losses/ctc_loss.py -------------------------------------------------------------------------------- /tensorflow_asr/losses/impl/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tensorflow_asr/losses/impl/ctc_tpu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/losses/impl/ctc_tpu.py -------------------------------------------------------------------------------- /tensorflow_asr/losses/impl/rnnt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/losses/impl/rnnt.py -------------------------------------------------------------------------------- /tensorflow_asr/losses/rnnt_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/losses/rnnt_loss.py -------------------------------------------------------------------------------- /tensorflow_asr/metrics/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tensorflow_asr/metrics/error_rates.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/metrics/error_rates.py -------------------------------------------------------------------------------- /tensorflow_asr/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/__init__.py -------------------------------------------------------------------------------- /tensorflow_asr/models/activations/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/activations/__init__.py -------------------------------------------------------------------------------- /tensorflow_asr/models/activations/glu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/activations/glu.py -------------------------------------------------------------------------------- /tensorflow_asr/models/base_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/base_layer.py -------------------------------------------------------------------------------- /tensorflow_asr/models/base_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/base_model.py -------------------------------------------------------------------------------- /tensorflow_asr/models/ctc/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/ctc/__init__.py -------------------------------------------------------------------------------- /tensorflow_asr/models/ctc/base_ctc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/ctc/base_ctc.py -------------------------------------------------------------------------------- /tensorflow_asr/models/ctc/conformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/ctc/conformer.py -------------------------------------------------------------------------------- /tensorflow_asr/models/ctc/deepspeech2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/ctc/deepspeech2.py -------------------------------------------------------------------------------- /tensorflow_asr/models/ctc/jasper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/ctc/jasper.py -------------------------------------------------------------------------------- /tensorflow_asr/models/ctc/transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/ctc/transformer.py -------------------------------------------------------------------------------- /tensorflow_asr/models/decoders/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/decoders/__init__.py -------------------------------------------------------------------------------- /tensorflow_asr/models/encoders/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/encoders/__init__.py -------------------------------------------------------------------------------- /tensorflow_asr/models/encoders/conformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/encoders/conformer.py -------------------------------------------------------------------------------- /tensorflow_asr/models/encoders/contextnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/encoders/contextnet.py -------------------------------------------------------------------------------- /tensorflow_asr/models/encoders/deepspeech2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/encoders/deepspeech2.py -------------------------------------------------------------------------------- /tensorflow_asr/models/encoders/jasper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/encoders/jasper.py -------------------------------------------------------------------------------- /tensorflow_asr/models/encoders/rnnt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/encoders/rnnt.py -------------------------------------------------------------------------------- /tensorflow_asr/models/encoders/transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/encoders/transformer.py -------------------------------------------------------------------------------- /tensorflow_asr/models/layers/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/layers/__init__.py -------------------------------------------------------------------------------- /tensorflow_asr/models/layers/blurpool.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/layers/blurpool.py -------------------------------------------------------------------------------- /tensorflow_asr/models/layers/convolution.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/layers/convolution.py -------------------------------------------------------------------------------- /tensorflow_asr/models/layers/embedding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/layers/embedding.py -------------------------------------------------------------------------------- /tensorflow_asr/models/layers/feature_extraction.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/layers/feature_extraction.py -------------------------------------------------------------------------------- /tensorflow_asr/models/layers/general.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/layers/general.py -------------------------------------------------------------------------------- /tensorflow_asr/models/layers/memory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/layers/memory.py -------------------------------------------------------------------------------- /tensorflow_asr/models/layers/multihead_attention.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/layers/multihead_attention.py -------------------------------------------------------------------------------- /tensorflow_asr/models/layers/norm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/layers/norm.py -------------------------------------------------------------------------------- /tensorflow_asr/models/layers/positional_encoding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/layers/positional_encoding.py -------------------------------------------------------------------------------- /tensorflow_asr/models/layers/residual.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/layers/residual.py -------------------------------------------------------------------------------- /tensorflow_asr/models/layers/sequence_wise_bn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/layers/sequence_wise_bn.py -------------------------------------------------------------------------------- /tensorflow_asr/models/layers/subsampling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/layers/subsampling.py -------------------------------------------------------------------------------- /tensorflow_asr/models/transducer/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/transducer/__init__.py -------------------------------------------------------------------------------- /tensorflow_asr/models/transducer/base_transducer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/transducer/base_transducer.py -------------------------------------------------------------------------------- /tensorflow_asr/models/transducer/conformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/transducer/conformer.py -------------------------------------------------------------------------------- /tensorflow_asr/models/transducer/contextnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/transducer/contextnet.py -------------------------------------------------------------------------------- /tensorflow_asr/models/transducer/rnnt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/transducer/rnnt.py -------------------------------------------------------------------------------- /tensorflow_asr/models/transducer/transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/models/transducer/transformer.py -------------------------------------------------------------------------------- /tensorflow_asr/optimizers/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/optimizers/__init__.py -------------------------------------------------------------------------------- /tensorflow_asr/optimizers/accumulation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/optimizers/accumulation.py -------------------------------------------------------------------------------- /tensorflow_asr/optimizers/regularizers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/optimizers/regularizers.py -------------------------------------------------------------------------------- /tensorflow_asr/optimizers/schedules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/optimizers/schedules.py -------------------------------------------------------------------------------- /tensorflow_asr/schemas.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/schemas.py -------------------------------------------------------------------------------- /tensorflow_asr/scripts/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/scripts/__init__.py -------------------------------------------------------------------------------- /tensorflow_asr/scripts/save.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/scripts/save.py -------------------------------------------------------------------------------- /tensorflow_asr/scripts/test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/scripts/test.py -------------------------------------------------------------------------------- /tensorflow_asr/scripts/tflite.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/scripts/tflite.py -------------------------------------------------------------------------------- /tensorflow_asr/scripts/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/scripts/train.py -------------------------------------------------------------------------------- /tensorflow_asr/scripts/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tensorflow_asr/scripts/utils/create_datasets_metadata.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/scripts/utils/create_datasets_metadata.py -------------------------------------------------------------------------------- /tensorflow_asr/scripts/utils/create_mls_trans.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/scripts/utils/create_mls_trans.py -------------------------------------------------------------------------------- /tensorflow_asr/scripts/utils/create_tfrecords.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/scripts/utils/create_tfrecords.py -------------------------------------------------------------------------------- /tensorflow_asr/tokenizers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/tokenizers.py -------------------------------------------------------------------------------- /tensorflow_asr/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tensorflow_asr/utils/app_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/utils/app_util.py -------------------------------------------------------------------------------- /tensorflow_asr/utils/cli_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/utils/cli_util.py -------------------------------------------------------------------------------- /tensorflow_asr/utils/data_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/utils/data_util.py -------------------------------------------------------------------------------- /tensorflow_asr/utils/env_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/utils/env_util.py -------------------------------------------------------------------------------- /tensorflow_asr/utils/feature_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/utils/feature_util.py -------------------------------------------------------------------------------- /tensorflow_asr/utils/file_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/utils/file_util.py -------------------------------------------------------------------------------- /tensorflow_asr/utils/keras_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/utils/keras_util.py -------------------------------------------------------------------------------- /tensorflow_asr/utils/layer_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/utils/layer_util.py -------------------------------------------------------------------------------- /tensorflow_asr/utils/math_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/utils/math_util.py -------------------------------------------------------------------------------- /tensorflow_asr/utils/metric_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/utils/metric_util.py -------------------------------------------------------------------------------- /tensorflow_asr/utils/plot_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/utils/plot_util.py -------------------------------------------------------------------------------- /tensorflow_asr/utils/shape_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/utils/shape_util.py -------------------------------------------------------------------------------- /tensorflow_asr/utils/tf_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tensorflow_asr/utils/tf_util.py -------------------------------------------------------------------------------- /tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/conftest.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/featurizer/test_sentencepiece.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tests/featurizer/test_sentencepiece.py -------------------------------------------------------------------------------- /tests/featurizer/test_speech_featurizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tests/featurizer/test_speech_featurizer.py -------------------------------------------------------------------------------- /tests/featurizer/transcripts_librispeech_train_clean_100.tsv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tests/featurizer/transcripts_librispeech_train_clean_100.tsv -------------------------------------------------------------------------------- /tests/test.flac: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tests/test.flac -------------------------------------------------------------------------------- /tests/test_bug.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tests/test_bug.py -------------------------------------------------------------------------------- /tests/test_callbacks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tests/test_callbacks.py -------------------------------------------------------------------------------- /tests/test_layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tests/test_layers.py -------------------------------------------------------------------------------- /tests/test_mask.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tests/test_mask.py -------------------------------------------------------------------------------- /tests/test_relpe.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tests/test_relpe.py -------------------------------------------------------------------------------- /tests/test_rnnt_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tests/test_rnnt_loss.py -------------------------------------------------------------------------------- /tests/test_schedules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tests/test_schedules.py -------------------------------------------------------------------------------- /tests/test_tokenizers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tests/test_tokenizers.py -------------------------------------------------------------------------------- /tests/test_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorSpeech/TensorFlowASR/HEAD/tests/test_utils.py --------------------------------------------------------------------------------