├── .gitignore ├── LICENSE ├── README.md ├── asr ├── __init__.py ├── datasets │ ├── __init__.py │ ├── _common.py │ ├── aspire.py │ ├── swbd.py │ └── tedlium.py ├── kaldi │ ├── __init__.py │ ├── _path.py │ ├── latgen │ │ ├── __init__.py │ │ └── _latgen.py │ ├── prep_ctc_trans.py │ ├── scripts │ │ ├── ctc_token_fst.py │ │ └── mkgraph.sh │ ├── setup.py │ └── src │ │ └── latgen_lib.cc ├── models │ ├── __init__.py │ ├── capsule1 │ │ ├── __init__.py │ │ ├── model.py │ │ ├── network.py │ │ ├── predict.py │ │ └── train.py │ ├── capsule2 │ │ ├── __init__.py │ │ ├── model.py │ │ ├── network.py │ │ └── train.py │ ├── convnet │ │ ├── __init__.py │ │ ├── model.py │ │ ├── network.py │ │ ├── predict.py │ │ └── train.py │ ├── deepspeech_ce │ │ ├── __init__.py │ │ ├── network.py │ │ ├── predict.py │ │ └── train.py │ ├── deepspeech_ctc │ │ ├── __init__.py │ │ ├── network.py │ │ ├── predict.py │ │ └── train.py │ ├── deepspeech_var │ │ ├── __init__.py │ │ ├── network.py │ │ ├── predict.py │ │ └── train.py │ ├── densenet │ │ ├── __init__.py │ │ ├── model.py │ │ ├── network.py │ │ ├── predict.py │ │ └── train.py │ ├── densenet_ctc │ │ ├── __init__.py │ │ ├── network.py │ │ ├── predict.py │ │ └── train.py │ ├── distributed.py │ ├── las │ │ ├── __init__.py │ │ ├── loss.py │ │ ├── network.py │ │ ├── predict.py │ │ └── train.py │ ├── predictor.py │ ├── resnet_ce │ │ ├── __init__.py │ │ ├── network.py │ │ ├── predict.py │ │ └── train.py │ ├── resnet_ctc │ │ ├── __init__.py │ │ ├── network.py │ │ ├── predict.py │ │ └── train.py │ ├── resnet_split │ │ ├── __init__.py │ │ ├── network.py │ │ ├── predict.py │ │ └── train.py │ ├── resnet_split_ce │ │ ├── __init__.py │ │ ├── network.py │ │ ├── predict.py │ │ └── train.py │ ├── ssvae │ │ ├── model.py │ │ ├── network.py │ │ ├── predict.py │ │ └── train.py │ └── trainer.py └── utils │ ├── __init__.py │ ├── adamw.py │ ├── dataloader.py │ ├── dataset.py │ ├── kaldi_io.py │ ├── logger.py │ ├── lr_scheduler.py │ ├── misc.py │ ├── mnist.py │ ├── params.py │ └── plot.py ├── batch_train.py ├── predict.py ├── prepare.py ├── requirements.txt ├── test.py ├── train.py ├── train_deepspeech.sh └── train_las.sh /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/README.md -------------------------------------------------------------------------------- /asr/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/__init__.py -------------------------------------------------------------------------------- /asr/datasets/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/datasets/__init__.py -------------------------------------------------------------------------------- /asr/datasets/_common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/datasets/_common.py -------------------------------------------------------------------------------- /asr/datasets/aspire.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/datasets/aspire.py -------------------------------------------------------------------------------- /asr/datasets/swbd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/datasets/swbd.py -------------------------------------------------------------------------------- /asr/datasets/tedlium.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/datasets/tedlium.py -------------------------------------------------------------------------------- /asr/kaldi/__init__.py: -------------------------------------------------------------------------------- 1 | __all__ = [ 2 | 'latgen', 3 | ] 4 | 5 | -------------------------------------------------------------------------------- /asr/kaldi/_path.py: -------------------------------------------------------------------------------- 1 | 2 | KALDI_ROOT = "/home/jinserk/works/asr/kaldi" 3 | -------------------------------------------------------------------------------- /asr/kaldi/latgen/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/kaldi/latgen/__init__.py -------------------------------------------------------------------------------- /asr/kaldi/latgen/_latgen.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/kaldi/latgen/_latgen.py -------------------------------------------------------------------------------- /asr/kaldi/prep_ctc_trans.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/kaldi/prep_ctc_trans.py -------------------------------------------------------------------------------- /asr/kaldi/scripts/ctc_token_fst.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/kaldi/scripts/ctc_token_fst.py -------------------------------------------------------------------------------- /asr/kaldi/scripts/mkgraph.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/kaldi/scripts/mkgraph.sh -------------------------------------------------------------------------------- /asr/kaldi/setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/kaldi/setup.py -------------------------------------------------------------------------------- /asr/kaldi/src/latgen_lib.cc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/kaldi/src/latgen_lib.cc -------------------------------------------------------------------------------- /asr/models/__init__.py: -------------------------------------------------------------------------------- 1 | __all__ = [ 2 | 'deepspeech_ctc', 3 | ] 4 | -------------------------------------------------------------------------------- /asr/models/capsule1/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/capsule1/__init__.py -------------------------------------------------------------------------------- /asr/models/capsule1/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/capsule1/model.py -------------------------------------------------------------------------------- /asr/models/capsule1/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/capsule1/network.py -------------------------------------------------------------------------------- /asr/models/capsule1/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/capsule1/predict.py -------------------------------------------------------------------------------- /asr/models/capsule1/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/capsule1/train.py -------------------------------------------------------------------------------- /asr/models/capsule2/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/capsule2/__init__.py -------------------------------------------------------------------------------- /asr/models/capsule2/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/capsule2/model.py -------------------------------------------------------------------------------- /asr/models/capsule2/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/capsule2/network.py -------------------------------------------------------------------------------- /asr/models/capsule2/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/capsule2/train.py -------------------------------------------------------------------------------- /asr/models/convnet/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/convnet/__init__.py -------------------------------------------------------------------------------- /asr/models/convnet/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/convnet/model.py -------------------------------------------------------------------------------- /asr/models/convnet/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/convnet/network.py -------------------------------------------------------------------------------- /asr/models/convnet/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/convnet/predict.py -------------------------------------------------------------------------------- /asr/models/convnet/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/convnet/train.py -------------------------------------------------------------------------------- /asr/models/deepspeech_ce/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/deepspeech_ce/__init__.py -------------------------------------------------------------------------------- /asr/models/deepspeech_ce/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/deepspeech_ce/network.py -------------------------------------------------------------------------------- /asr/models/deepspeech_ce/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/deepspeech_ce/predict.py -------------------------------------------------------------------------------- /asr/models/deepspeech_ce/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/deepspeech_ce/train.py -------------------------------------------------------------------------------- /asr/models/deepspeech_ctc/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/deepspeech_ctc/__init__.py -------------------------------------------------------------------------------- /asr/models/deepspeech_ctc/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/deepspeech_ctc/network.py -------------------------------------------------------------------------------- /asr/models/deepspeech_ctc/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/deepspeech_ctc/predict.py -------------------------------------------------------------------------------- /asr/models/deepspeech_ctc/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/deepspeech_ctc/train.py -------------------------------------------------------------------------------- /asr/models/deepspeech_var/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/deepspeech_var/__init__.py -------------------------------------------------------------------------------- /asr/models/deepspeech_var/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/deepspeech_var/network.py -------------------------------------------------------------------------------- /asr/models/deepspeech_var/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/deepspeech_var/predict.py -------------------------------------------------------------------------------- /asr/models/deepspeech_var/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/deepspeech_var/train.py -------------------------------------------------------------------------------- /asr/models/densenet/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/densenet/__init__.py -------------------------------------------------------------------------------- /asr/models/densenet/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/densenet/model.py -------------------------------------------------------------------------------- /asr/models/densenet/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/densenet/network.py -------------------------------------------------------------------------------- /asr/models/densenet/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/densenet/predict.py -------------------------------------------------------------------------------- /asr/models/densenet/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/densenet/train.py -------------------------------------------------------------------------------- /asr/models/densenet_ctc/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/densenet_ctc/__init__.py -------------------------------------------------------------------------------- /asr/models/densenet_ctc/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/densenet_ctc/network.py -------------------------------------------------------------------------------- /asr/models/densenet_ctc/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/densenet_ctc/predict.py -------------------------------------------------------------------------------- /asr/models/densenet_ctc/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/densenet_ctc/train.py -------------------------------------------------------------------------------- /asr/models/distributed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/distributed.py -------------------------------------------------------------------------------- /asr/models/las/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/las/__init__.py -------------------------------------------------------------------------------- /asr/models/las/loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/las/loss.py -------------------------------------------------------------------------------- /asr/models/las/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/las/network.py -------------------------------------------------------------------------------- /asr/models/las/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/las/predict.py -------------------------------------------------------------------------------- /asr/models/las/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/las/train.py -------------------------------------------------------------------------------- /asr/models/predictor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/predictor.py -------------------------------------------------------------------------------- /asr/models/resnet_ce/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/resnet_ce/__init__.py -------------------------------------------------------------------------------- /asr/models/resnet_ce/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/resnet_ce/network.py -------------------------------------------------------------------------------- /asr/models/resnet_ce/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/resnet_ce/predict.py -------------------------------------------------------------------------------- /asr/models/resnet_ce/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/resnet_ce/train.py -------------------------------------------------------------------------------- /asr/models/resnet_ctc/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/resnet_ctc/__init__.py -------------------------------------------------------------------------------- /asr/models/resnet_ctc/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/resnet_ctc/network.py -------------------------------------------------------------------------------- /asr/models/resnet_ctc/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/resnet_ctc/predict.py -------------------------------------------------------------------------------- /asr/models/resnet_ctc/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/resnet_ctc/train.py -------------------------------------------------------------------------------- /asr/models/resnet_split/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/resnet_split/__init__.py -------------------------------------------------------------------------------- /asr/models/resnet_split/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/resnet_split/network.py -------------------------------------------------------------------------------- /asr/models/resnet_split/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/resnet_split/predict.py -------------------------------------------------------------------------------- /asr/models/resnet_split/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/resnet_split/train.py -------------------------------------------------------------------------------- /asr/models/resnet_split_ce/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/resnet_split_ce/__init__.py -------------------------------------------------------------------------------- /asr/models/resnet_split_ce/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/resnet_split_ce/network.py -------------------------------------------------------------------------------- /asr/models/resnet_split_ce/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/resnet_split_ce/predict.py -------------------------------------------------------------------------------- /asr/models/resnet_split_ce/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/resnet_split_ce/train.py -------------------------------------------------------------------------------- /asr/models/ssvae/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/ssvae/model.py -------------------------------------------------------------------------------- /asr/models/ssvae/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/ssvae/network.py -------------------------------------------------------------------------------- /asr/models/ssvae/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/ssvae/predict.py -------------------------------------------------------------------------------- /asr/models/ssvae/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/ssvae/train.py -------------------------------------------------------------------------------- /asr/models/trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/models/trainer.py -------------------------------------------------------------------------------- /asr/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /asr/utils/adamw.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/utils/adamw.py -------------------------------------------------------------------------------- /asr/utils/dataloader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/utils/dataloader.py -------------------------------------------------------------------------------- /asr/utils/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/utils/dataset.py -------------------------------------------------------------------------------- /asr/utils/kaldi_io.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/utils/kaldi_io.py -------------------------------------------------------------------------------- /asr/utils/logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/utils/logger.py -------------------------------------------------------------------------------- /asr/utils/lr_scheduler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/utils/lr_scheduler.py -------------------------------------------------------------------------------- /asr/utils/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/utils/misc.py -------------------------------------------------------------------------------- /asr/utils/mnist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/utils/mnist.py -------------------------------------------------------------------------------- /asr/utils/params.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/utils/params.py -------------------------------------------------------------------------------- /asr/utils/plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/asr/utils/plot.py -------------------------------------------------------------------------------- /batch_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/batch_train.py -------------------------------------------------------------------------------- /predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/predict.py -------------------------------------------------------------------------------- /prepare.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/prepare.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/requirements.txt -------------------------------------------------------------------------------- /test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/test.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/train.py -------------------------------------------------------------------------------- /train_deepspeech.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/train_deepspeech.sh -------------------------------------------------------------------------------- /train_las.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jinserk/pytorch-asr/HEAD/train_las.sh --------------------------------------------------------------------------------