RESULTS
Environments
- date:
Sun Sep 19 08:05:44 UTC 2021 - python version:
3.8.11 (default, Aug 3 2021, 15:09:35) [GCC 7.5.0] - espnet version:
espnet 0.10.3a2 - pytorch version:
pytorch 1.9.0 - Git hash: ``
- Commit date: ``
asr_train_asr_conformer7_n_fft512_hop_length256_raw_et_bpe5000_sp
WER
| dataset | Snt | Wrd | Corr | Sub | Del | Ins | Err | S.Err |
|---|---|---|---|---|---|---|---|---|
| decode_asr_lm_lm_large_valid.loss.ave_5best_asr_model_valid.acc.ave/aktuaalne2021.testset | 2864 | 56575 | 93.1 | 4.5 | 2.4 | 2.0 | 8.9 | 63.4 |
| decode_asr_lm_lm_large_valid.loss.ave_5best_asr_model_valid.acc.ave/jutusaated.devset | 273 | 4677 | 93.9 | 3.6 | 2.4 | 1.2 | 7.3 | 46.5 |
| decode_asr_lm_lm_large_valid.loss.ave_5best_asr_model_valid.acc.ave/jutusaated.testset | 818 | 11093 | 94.7 | 2.7 | 2.5 | 0.9 | 6.2 | 45.0 |
| decode_asr_lm_lm_large_valid.loss.ave_5best_asr_model_valid.acc.ave/www-trans.devset | 1207 | 13865 | 82.3 | 8.5 | 9.3 | 3.4 | 21.2 | 74.1 |
| decode_asr_lm_lm_large_valid.loss.ave_5best_asr_model_valid.acc.ave/www-trans.testset | 1648 | 22707 | 86.4 | 7.6 | 6.0 | 2.5 | 16.1 | 75.7 |
CER
| dataset | Snt | Wrd | Corr | Sub | Del | Ins | Err | S.Err |
|---|---|---|---|---|---|---|---|---|
| decode_asr_lm_lm_large_valid.loss.ave_5best_asr_model_valid.acc.ave/aktuaalne2021.testset | 2864 | 360598 | 97.6 | 0.6 | 1.8 | 1.4 | 3.8 | 63.4 |
| decode_asr_lm_lm_large_valid.loss.ave_5best_asr_model_valid.acc.ave/jutusaated.devset | 273 | 31265 | 97.9 | 0.4 | 1.7 | 0.7 | 2.9 | 46.5 |
| decode_asr_lm_lm_large_valid.loss.ave_5best_asr_model_valid.acc.ave/jutusaated.testset | 818 | 69856 | 97.7 | 0.3 | 2.0 | 0.6 | 2.9 | 45.0 |
| decode_asr_lm_lm_large_valid.loss.ave_5best_asr_model_valid.acc.ave/www-trans.devset | 1207 | 85167 | 89.6 | 2.2 | 8.2 | 2.8 | 13.2 | 74.1 |
| decode_asr_lm_lm_large_valid.loss.ave_5best_asr_model_valid.acc.ave/www-trans.testset | 1648 | 135893 | 92.6 | 1.8 | 5.6 | 2.2 | 9.6 | 75.7 |
TER
| dataset | Snt | Wrd | Corr | Sub | Del | Ins | Err | S.Err |
|---|---|---|---|---|---|---|---|---|
| decode_asr_lm_lm_large_valid.loss.ave_5best_asr_model_valid.acc.ave/aktuaalne2021.testset | 2864 | 82495 | 93.7 | 3.7 | 2.6 | 2.2 | 8.5 | 64.3 |
| decode_asr_lm_lm_large_valid.loss.ave_5best_asr_model_valid.acc.ave/jutusaated.devset | 273 | 6919 | 93.5 | 3.0 | 3.5 | 1.2 | 7.6 | 46.9 |
| decode_asr_lm_lm_large_valid.loss.ave_5best_asr_model_valid.acc.ave/jutusaated.testset | 818 | 15788 | 94.5 | 2.3 | 3.2 | 0.8 | 6.3 | 46.1 |
| decode_asr_lm_lm_large_valid.loss.ave_5best_asr_model_valid.acc.ave/www-trans.devset | 1207 | 18748 | 82.2 | 7.5 | 10.3 | 3.3 | 21.1 | 74.5 |
| decode_asr_lm_lm_large_valid.loss.ave_5best_asr_model_valid.acc.ave/www-trans.testset | 1648 | 30565 | 85.1 | 7.4 | 7.5 | 2.6 | 17.5 | 75.9 |