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RESULTS
Environments
- date:
Wed Mar 23 05:58:21 UTC 2022 - python version:
3.9.10 | packaged by conda-forge | (main, Feb 1 2022, 21:24:11) [GCC 9.4.0] - espnet version:
espnet 0.10.7a1 - pytorch version:
pytorch 1.10.1 - Git hash:
1991a25855821b8b61d775681aa0cdfd6161bbc8- Commit date:
Mon Mar 21 22:19:19 2022 +0800
- Commit date:
asr_train_asr_conformer5_raw_mr_bpe150_sp
WER
| dataset | Snt | Wrd | Corr | Sub | Del | Ins | Err | S.Err |
|---|---|---|---|---|---|---|---|---|
| inference_asr_model_valid.acc.ave/dev_mr | 137 | 1563 | 80.2 | 17.1 | 2.8 | 2.0 | 21.8 | 71.5 |
| inference_asr_model_valid.acc.ave/test_mr | 200 | 2536 | 73.9 | 20.8 | 5.4 | 1.1 | 27.2 | 82.0 |
| inference_lm_config_mr_bpe150_valid.loss.ave_asr_model_valid.acc.ave/dev_mr | 137 | 1563 | 81.3 | 15.6 | 3.1 | 2.0 | 20.7 | 72.3 |
| inference_lm_config_mr_bpe150_valid.loss.ave_asr_model_valid.acc.ave/test_mr | 200 | 2536 | 76.6 | 20.7 | 2.7 | 0.9 | 24.3 | 80.5 |
CER
| dataset | Snt | Wrd | Corr | Sub | Del | Ins | Err | S.Err |
|---|---|---|---|---|---|---|---|---|
| inference_asr_model_valid.acc.ave/dev_mr | 137 | 9369 | 93.7 | 2.8 | 3.5 | 2.3 | 8.6 | 71.5 |
| inference_asr_model_valid.acc.ave/test_mr | 200 | 14174 | 90.3 | 3.7 | 5.9 | 1.6 | 11.3 | 82.0 |
| inference_lm_config_mr_bpe150_valid.loss.ave_asr_model_valid.acc.ave/dev_mr | 137 | 9369 | 92.4 | 3.8 | 3.8 | 2.7 | 10.2 | 72.3 |
| inference_lm_config_mr_bpe150_valid.loss.ave_asr_model_valid.acc.ave/test_mr | 200 | 14174 | 88.3 | 7.6 | 4.1 | 2.7 | 14.4 | 80.5 |
TER
| dataset | Snt | Wrd | Corr | Sub | Del | Ins | Err | S.Err |
|---|---|---|---|---|---|---|---|---|
| inference_asr_model_valid.acc.ave/dev_mr | 137 | 6050 | 90.0 | 5.6 | 4.5 | 2.4 | 12.4 | 71.5 |
| inference_asr_model_valid.acc.ave/test_mr | 200 | 9254 | 85.6 | 7.6 | 6.8 | 1.6 | 16.0 | 82.0 |
| inference_lm_config_mr_bpe150_valid.loss.ave_asr_model_valid.acc.ave/dev_mr | 137 | 6050 | 88.8 | 7.0 | 4.2 | 2.7 | 13.9 | 72.3 |
| inference_lm_config_mr_bpe150_valid.loss.ave_asr_model_valid.acc.ave/test_mr | 200 | 9254 | 83.2 | 12.3 | 4.5 | 3.9 | 20.7 | 80.5 |
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