en dataset:librispeech arxiv:1804.00015 espnet audio automatic-speech-recognition license:cc-by-4.0
.gitattributes README.md meta.yaml data/token_list/bpe_unigram5000/bpe.model exp/asr_stats_raw_sp/train/feats_stats.npz exp/asr_train_asr_transformer_e18_raw_bpe_sp/54epoch.pth exp/asr_train_asr_transformer_e18_raw_bpe_sp/RESULTS.md exp/asr_train_asr_transformer_e18_raw_bpe_sp/config.yaml exp/lm_train_lm_adam_bpe/17epoch.pth exp/lm_train_lm_adam_bpe/config.yaml
---
tags:
- espnet
- audio
- automatic-speech-recognition
language: en
datasets:
- librispeech
license: cc-by-4.0
---

## Example ESPnet2 ASR model 

### `Shinji Watanabe/librispeech_asr_train_asr_transformer_e18_raw_bpe_sp_valid.acc.best`

♻️ Imported from https://zenodo.org/record/3966501

This model was trained by Shinji Watanabe using librispeech recipe in [espnet](https://github.com/espnet/espnet/).



### Demo: How to use in ESPnet2

```python
# coming soon
```

### Citing ESPnet

```BibTex
@inproceedings{watanabe2018espnet,
  author={Shinji Watanabe and Takaaki Hori and Shigeki Karita and Tomoki Hayashi and Jiro Nishitoba and Yuya Unno and Nelson {Enrique Yalta Soplin} and Jahn Heymann and Matthew Wiesner and Nanxin Chen and Adithya Renduchintala and Tsubasa Ochiai},
  title={{ESPnet}: End-to-End Speech Processing Toolkit},
  year={2018},
  booktitle={Proceedings of Interspeech},
  pages={2207--2211},
  doi={10.21437/Interspeech.2018-1456},
  url={http://dx.doi.org/10.21437/Interspeech.2018-1456}
}
@inproceedings{hayashi2020espnet,
  title={{Espnet-TTS}: Unified, reproducible, and integratable open source end-to-end text-to-speech toolkit},
  author={Hayashi, Tomoki and Yamamoto, Ryuichi and Inoue, Katsuki and Yoshimura, Takenori and Watanabe, Shinji and Toda, Tomoki and Takeda, Kazuya and Zhang, Yu and Tan, Xu},
  booktitle={Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={7654--7658},
  year={2020},
  organization={IEEE}
}
```

or arXiv:

```bibtex
@misc{watanabe2018espnet,
      title={ESPnet: End-to-End Speech Processing Toolkit}, 
      author={Shinji Watanabe and Takaaki Hori and Shigeki Karita and Tomoki Hayashi and Jiro Nishitoba and Yuya Unno and Nelson Enrique Yalta Soplin and Jahn Heymann and Matthew Wiesner and Nanxin Chen and Adithya Renduchintala and Tsubasa Ochiai},
      year={2018},
      eprint={1804.00015},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
```
