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  1. README.md +69 -1
  2. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/10epoch.pth +3 -0
  3. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/RESULTS.md +0 -0
  4. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/config.yaml +0 -0
  5. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/acc.png +0 -0
  6. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/backward_time.png +0 -0
  7. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/cer.png +0 -0
  8. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/cer_ctc.png +0 -0
  9. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/cer_interctc_layer3.png +0 -0
  10. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/clip.png +0 -0
  11. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/forward_time.png +0 -0
  12. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/gpu_max_cached_mem_GB.png +0 -0
  13. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/grad_norm.png +0 -0
  14. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/iter_time.png +0 -0
  15. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/loss.png +0 -0
  16. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/loss_att.png +0 -0
  17. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/loss_ctc.png +0 -0
  18. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/loss_interctc_layer3.png +0 -0
  19. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/loss_scale.png +0 -0
  20. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/optim0_lr0.png +0 -0
  21. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/optim_step_time.png +0 -0
  22. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/train_time.png +0 -0
  23. exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/wer.png +0 -0
  24. meta.yaml +8 -0
README.md CHANGED
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  ---
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- license: apache-2.0
 
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ tags:
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+ - espnet
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+ - audio
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+ - automatic-speech-recognition
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+ language: multilingual
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+ datasets:
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+ - fleurs
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+ license: cc-by-4.0
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  ---
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+
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+ ## ESPnet2 ASR model
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+
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+ ### `akreal/bloomzmms-ctc`
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+
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+ This model was trained by Pavel Denisov using fleurs recipe in [espnet](https://github.com/espnet/espnet/).
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+
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+ ### Demo: How to use in ESPnet2
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+
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+ Follow the [ESPnet installation instructions](https://espnet.github.io/espnet/installation.html)
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+ if you haven't done that already.
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+
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+ ```bash
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+ cd espnet
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+ git checkout 99cc51a342acfd13ca2b7475bd32c636f467ca0f
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+ pip install -e .
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+ cd egs2/fleurs/asr1
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+ ./run.sh --skip_data_prep false --skip_train true --download_model akreal/bloomzmms-ctc
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+ ```
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+
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+
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+
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+ ## ASR config
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+
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+ <details><summary>expand</summary>
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+
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+
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+ </details>
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+
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+
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+
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+ ### Citing ESPnet
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+
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+ ```BibTex
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+ @inproceedings{watanabe2018espnet,
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+ author={Shinji Watanabe and Takaaki Hori and Shigeki Karita and Tomoki Hayashi and Jiro Nishitoba and Yuya Unno and Nelson Yalta and Jahn Heymann and Matthew Wiesner and Nanxin Chen and Adithya Renduchintala and Tsubasa Ochiai},
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+ title={{ESPnet}: End-to-End Speech Processing Toolkit},
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+ year={2018},
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+ booktitle={Proceedings of Interspeech},
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+ pages={2207--2211},
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+ doi={10.21437/Interspeech.2018-1456},
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+ url={http://dx.doi.org/10.21437/Interspeech.2018-1456}
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+ }
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+
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+
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+
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+
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+ ```
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+
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+ or arXiv:
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+
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+ ```bibtex
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+ @misc{watanabe2018espnet,
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+ title={ESPnet: End-to-End Speech Processing Toolkit},
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+ author={Shinji Watanabe and Takaaki Hori and Shigeki Karita and Tomoki Hayashi and Jiro Nishitoba and Yuya Unno and Nelson Yalta and Jahn Heymann and Matthew Wiesner and Nanxin Chen and Adithya Renduchintala and Tsubasa Ochiai},
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+ year={2018},
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+ eprint={1804.00015},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CL}
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+ }
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+ ```
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/10epoch.pth ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:f63c3b933022129d914c8914e9998cc6fc170b283507aec0cd58c5d0e73308d4
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+ size 10114401449
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/RESULTS.md ADDED
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exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/config.yaml ADDED
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exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/acc.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/backward_time.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/cer.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/cer_ctc.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/cer_interctc_layer3.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/clip.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/forward_time.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/gpu_max_cached_mem_GB.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/grad_norm.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/iter_time.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/loss.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/loss_att.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/loss_ctc.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/loss_interctc_layer3.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/loss_scale.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/optim0_lr0.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/optim_step_time.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/train_time.png ADDED
exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/images/wer.png ADDED
meta.yaml ADDED
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+ espnet: '202304'
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+ files:
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+ asr_model_file: exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/10epoch.pth
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+ python: "3.9.18 (main, Feb 28 2024, 00:00:00) \n[GCC 13.2.1 20231205 (Red Hat 13.2.1-6)]"
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+ timestamp: 1711918248.319074
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+ torch: 2.1.2+cu121
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+ yaml_files:
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+ asr_train_config: exp/asr_train_asr_e_branchformer_mms1b-asr_bloomz7b_ctc_raw_hugging_face_bigscience-bloomz-7b1_sp/config.yaml