---
tags:
- espnet
- audio
- automatic-speech-recognition
language: en
datasets:
- google/fleurs
license: cc-by-4.0
---

## ESPnet2 ASR model

### `espnet/wanchichen_fleurs_asr_conformer_hier_lid_utt`
This model was trained by William Chen using the fleurs recipe in [espnet](https://github.com/espnet/espnet/).
### Demo: How to use in ESPnet2
```bash
cd espnet
pip install -e .
cd egs2/fleurs/asr1
./run.sh
```

<!-- Generated by scripts/utils/show_asr_result.sh -->
# RESULTS
## Environments
- date: `Sat Oct 22 17:36:51 CDT 2022`
- python version: `3.8.13 (default, Mar 28 2022, 11:38:47)  [GCC 7.5.0]`
- espnet version: `espnet 202207`
- pytorch version: `pytorch 1.12.1+cu116`
- Git hash: `14fcb2d42b2609f766ffaa7a79e9c921cd8398d9`
  - Commit date: `Tue Sep 27 20:02:22 2022 +0000`

## asr_train_asr_conformer_lid_utt_scctc_raw_all_bpe6500_train_data_path_and_name_and_typedumprawtrain_all_splid,lid,text_sp
### WER

|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|---|---|---|---|---|---|---|---|---|
|decode_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave/dev_all|31622|610500|72.9|24.4|2.7|3.1|30.2|95.5|
|decode_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave/test_all|77809|1592160|72.2|25.0|2.9|3.6|31.5|96.6|

### CER

|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|---|---|---|---|---|---|---|---|---|
|decode_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave/dev_all|31622|3988181|92.6|4.7|2.6|2.2|9.6|95.5|
|decode_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave/test_all|77809|10235271|92.5|4.7|2.8|2.6|10.1|96.7|

### TER

|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
|---|---|---|---|---|---|---|---|---|
|decode_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave/dev_all|31622|3547834|91.4|5.8|2.8|2.5|11.0|95.4|
|decode_lm_lm_train_lm_all_bpe6500_valid.loss.ave_asr_model_valid.acc.ave/test_all|77809|9622352|91.6|5.6|2.8|2.8|11.2|96.6|