openspeech
Open-Source Toolkit for End-to-End Speech Recognition leveraging PyTorch-Lightning and Hydra.
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- RNN Transducer.rst.txt
- Transformer LM.rst.txt
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- Transformer.rst.txt
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- Openspeech CTC Model.rst.txt
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- Openspeech Language Model.rst.txt
- Openspeech Model.rst.txt
- Openspeech Transducer Model.rst.txt
- Callback.rst.txt
- Criterion.rst.txt
- Data Augment.rst.txt
- Data Loaders.rst.txt
- Datasets.rst.txt
- Decoders.rst.txt
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- Transformer Transducer.html
- Transformer.html
- AISHELL-1.html
- KsponSpeech.html
- LibriSpeech.html
- Openspeech CTC Model.html
- Openspeech Encoder Decoder Model.html
- Openspeech Language Model.html
- Openspeech Model.html
- Openspeech Transducer Model.html
- Callback.html
- Criterion.html
- Data Augment.html
- Data Loaders.html
- Datasets.html
- Decoders.html
- Encoders.html
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- Metric.html
- Modules.html
- Optim.html
- Search.html
- Tokenizers.html
- configs.html
- hydra_configs.html
- intro.html
- Conformer.rst
- ContextNet.rst
- DeepSpeech2.rst
- Jasper.rst
- Listen Attend Spell.rst
- LSTM LM.rst
- QuartzNet.rst
- RNN Transducer.rst
- Transformer LM.rst
- Transformer Transducer.rst
- Transformer.rst
- AISHELL-1.rst
- KsponSpeech.rst
- LibriSpeech.rst
- Openspeech CTC Model.rst
- Openspeech Encoder Decoder Model.rst
- Openspeech Language Model.rst
- Openspeech Model.rst
- Openspeech Transducer Model.rst
- Callback.rst
- Criterion.rst
- Data Augment.rst
- Data Loaders.rst
- Datasets.rst
- Decoders.rst
- Encoders.rst
- Feature Transform.rst
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- __init__.py
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- ctc.py
- __init__.py
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- joint_ctc_cross_entropy.py
- __init__.py
- configuration.py
- label_smoothed_cross_entropy.py
- __init__.py
- configuration.py
- perplexity.py
- __init__.py
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- __init__.py
- __init__.py
- configuration.py
- filter_bank.py
- __init__.py
- configuration.py
- melspectrogram.py
- __init__.py
- configuration.py
- mfcc.py
- __init__.py
- configuration.py
- spectrogram.py
- __init__.py
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- load.py
- data_loader.py
- dataset.py
- __init__.py
- sampler.py
- __init__.py
- configurations.py
- initialize.py
- __init__.py
- lit_data_module.py
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- __init__.py
- character.py
- grapheme.py
- preprocess.py
- subword.py
- __init__.py
- lit_data_module.py
- __init__.py
- lit_data_module.py
- __init__.py
- character.py
- preprocess.py
- subword.py
- __init__.py
- lit_data_module.py
- __init__.py
- README.md
- __init__.py
- lstm_attention_decoder.py
- openspeech_decoder.py
- rnn_transducer_decoder.py
- transformer_decoder.py
- transformer_transducer_decoder.py
- __init__.py
- conformer_encoder.py
- contextnet_encoder.py
- convolutional_lstm_encoder.py
- convolutional_transformer_encoder.py
- deepspeech2.py
- jasper.py
- lstm_encoder.py
- openspeech_encoder.py
- quartznet.py
- rnn_transducer_encoder.py
- squeezeformer_encoder.py
- transformer_encoder.py
- transformer_transducer_encoder.py
- __init__.py
- lstm_lm.py
- openspeech_lm.py
- transformer_lm.py
- __init__.py
- configurations.py
- model.py
- __init__.py
- configurations.py
- model.py
- __init__.py
- configurations.py
- model.py
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- configurations.py
- model.py
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- configurations.py
- model.py
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- model.py
- __init__.py
- configurations.py
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- __init__.py
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- __init__.py
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- openspeech_encoder_decoder_model.py
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- openspeech_model.py
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- README.md
- __init__.py
- add_normalization.py
- additive_attention.py
- batchnorm_relu_rnn.py
- conformer_attention_module.py
- conformer_block.py
- conformer_convolution_module.py
- conformer_feed_forward_module.py
- contextnet_block.py
- contextnet_module.py
- conv2d_extractor.py
- conv2d_subsampling.py
- conv_base.py
- conv_group_shuffle.py
- deepspeech2_extractor.py
- depthwise_conv1d.py
- depthwise_conv2d.py
- dot_product_attention.py
- glu.py
- jasper_block.py
- jasper_subblock.py
- location_aware_attention.py
- mask.py
- mask_conv1d.py
- mask_conv2d.py
- multi_head_attention.py
- pointwise_conv1d.py
- positional_encoding.py
- positionwise_feed_forward.py
- quartznet_block.py
- quartznet_subblock.py
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- vgg_extractor.py
- wrapper.py
- __init__.py
- lr_scheduler.py
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- transformer_lr_scheduler.py
- tri_stage_lr_scheduler.py
- warmup_reduce_lr_on_plateau_scheduler.py
- warmup_scheduler.py
- __init__.py
- adamp.py
- novograd.py
- optimizer.py
- radam.py
- __init__.py
- beam_search_base.py
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- beam_search_lstm.py
- beam_search_rnn_transducer.py
- beam_search_transformer.py
- beam_search_transformer_transducer.py
- ensemble_search.py
- __init__.py
- character.py
- __init__.py
- character.py
- grapheme.py
- subword.py
- __init__.py
- character.py
- subword.py
- __init__.py
- tokenizer.py
- __init__.py
- callbacks.py
- metrics.py
- README.md
- utils.py
- generate_openspeech_configs.py
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- test_jasper10x5.py
- test_jasper5x3.py
- test_joint_ctc_conformer_lstm.py
- test_joint_ctc_listen_attend_spell.py
- test_joint_ctc_transformer.py
- test_listen_attend_spell.py
- test_listen_attend_spell_with_location_aware.py
- test_listen_attend_spell_with_multi_head.py
- test_lstm_for_causal_lm.py
- test_quartznet10x5.py
- test_quartznet15x5.py
- test_quartznet5x5.py
- test_rnn_transducer.py
- test_squeezeformer.py
- test_squeezeformer_lstm.py
- test_squeezeformer_transducer.py
- test_transformer.py
- test_transformer_transducer.py
- test_transformer_with_ctc.py
- test_vgg_transformer.py
- test_audio_augment.py
- test_lstm_lm.py
- test_transformer_for_causal_lm.py
- test_transformer_lm.py
- labels.csv
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- README.md
- requirements.txt
- setup.cfg
- setup.py
# Installation Guide
1. Get the code
git clone https://github.com/openspeech-team/openspeech
Downloads the entire project code from GitHub to your computer.
cd openspeech
Moves into the project folder you just downloaded.
2. Official Install Script
Easy RecommendedPrerequisites
- Python 3 Python is required to use pip.
pip install openspeech-core
Installs the package published on PyPI directly โ no need to clone the source.
After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.
Pulled directly from this repo's README.
3. Python
EasyPrerequisites
pip install openspeech-core
Installs the package published on PyPI directly โ no need to clone the source.
$ pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" ./
Installs the Python libraries listed in requirements.txt (or similar).
If it runs without errors and prints output in the terminal, it worked.
Pulled directly from this repo's README.
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