---
tags:
- espnet
- audio
- speech-recognition
language: en
datasets:
- aesrc2020
license: cc-by-4.0
---

## ESPnet2 ASR model

### `espnet/brianyan918_aesrc2020_asr_conformer`

This model was trained by Brian Yan using the aesrc2020 recipe in [espnet](https://github.com/espnet/espnet/).

### Demo: How to use in ESPnet2

```bash
cd espnet
pip install -e .
cd egs2/aesrc2020/asr1
./run.sh --skip_data_prep false --skip_train true --download_model espnet/brianyan918_aesrc2020_asr_conformer
```

<!-- Generated by scripts/utils/show_asr_result.sh -->
# RESULTS
## Environments
- date: `Sat Aug 20 06:55:57 EDT 2022`
- python version: `3.8.13 (default, Mar 28 2022, 11:38:47) [GCC 7.5.0]`
- espnet version: `espnet 202207`
- pytorch version: `pytorch 1.8.1`
- Git hash: `c892feb2ba248c85b683bf3cdef6c8f7ce85449a`
- Commit date: `Thu Aug 18 11:54:56 2022 -0400`

## asr_train_asr_raw_en_bpe5000_sp
### WER

|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|---|---|---|---|---|---|---|---|---|
|decode_asr_asr_model_valid.acc.ave/test|15299|146813|94.8|4.7|0.6|0.7|5.9|31.9|

### CER

|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|---|---|---|---|---|---|---|---|---|
|decode_asr_asr_model_valid.acc.ave/test|15299|708064|97.9|1.2|0.9|0.7|2.8|31.9|

### TER

|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|---|---|---|---|---|---|---|---|---|
|decode_asr_asr_model_valid.acc.ave/test|15299|165136|93.2|4.3|2.6|0.6|7.4|31.9|