|
--- |
|
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| |
|
|
|
|
