---
tags:
- espnet
- audio
- automatic-speech-recognition
language: en
datasets:
- wsj
license: cc-by-4.0
---

## ESPnet2 ASR model

### `espnet/yoshiki_wsj_whisper_medium_finetuning`

This model was trained by Yoshiki using wsj recipe in [espnet](https://github.com/espnet/espnet/).

### Demo: How to use in ESPnet2

Follow the [ESPnet installation instructions](https://espnet.github.io/espnet/installation.html)
if you haven't done that already.

```bash
cd espnet
git checkout fe00740b80cd26fad7c550cd9e975609deb664db
pip install -e .
cd egs2/wsj/asr1
./run.sh --skip_data_prep false --skip_train true --download_model espnet/yoshiki_wsj_whisper_medium_finetuning
```

<!-- Generated by scripts/utils/show_asr_result.sh -->
# RESULTS
## Environments
- date: `Fri Jul 21 12:47:17 JST 2023`
- python version: `3.10.10 (main, Mar 21 2023, 18:45:11) [GCC 11.2.0]`
- espnet version: `espnet 202304`
- pytorch version: `pytorch 1.13.1`
- Git hash: `d7172fcb7181ffdcca9c0061400254b63e37bf21`
  - Commit date: `Sat Jul 15 15:01:30 2023 +0900`

## /scratch/espnet-hackathon/egs2/wsj/asr1/exp/asr_train_asr_whisper_full_warmup3000_raw_en_whisper_multilingual
### WER

|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|---|---|---|---|---|---|---|---|---|
|decode_asr_whisper_noctc_greedy_asr_model_valid.acc.ave/test_eval92|333|5564|98.5|1.4|0.1|0.2|1.7|19.5|

### CER

|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|---|---|---|---|---|---|---|---|---|
|decode_asr_whisper_noctc_greedy_asr_model_valid.acc.ave/test_eval92|333|32096|99.6|0.2|0.2|0.2|0.6|19.5|

### TER

|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|---|---|---|---|---|---|---|---|---|
## /scratch/espnet-hackathon/egs2/wsj/asr1/exp/asr_train_asr_whisper_full_warmup3000_raw_en_whisper_multilingual/decode_asr_whisper_noctc_greedy_asr_model_valid.acc.ave
### WER

|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|---|---|---|---|---|---|---|---|---|
|org/test_dev93|503|8132|97.7|2.0|0.4|0.3|2.6|24.9|

### CER

|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|---|---|---|---|---|---|---|---|---|
|org/test_dev93|503|46683|99.4|0.3|0.3|0.2|0.8|24.9|

### 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 Yalta 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}
}
```

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 Yalta 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}
}
```