RESULTS
Environments
- date:
Fri Feb 11 01:42:52 KST 2022
- python version:
3.9.7 (default, Sep 16 2021, 13:09:58) [GCC 7.5.0]
- espnet version:
espnet 0.10.7a1
- pytorch version:
pytorch 1.10.1
- Git hash:
140704c146f8beeed74973f5258379f6133dcdfb
- Commit date:
Tue Feb 8 16:06:02 2022 -0500
- Commit date:
asr_conformer_lr2e-3_warmup15k_amp_nondeterministic
WER
dataset | Snt | Wrd | Corr | Sub | Del | Ins | Err | S.Err |
---|---|---|---|---|---|---|---|---|
decode_asr_asr_model_valid.acc.ave/dev_clean | 2703 | 54402 | 94.5 | 5.1 | 0.4 | 0.7 | 6.3 | 56.6 |
decode_asr_asr_model_valid.acc.ave/dev_other | 2864 | 50948 | 84.8 | 13.7 | 1.5 | 2.1 | 17.3 | 80.7 |
decode_asr_asr_model_valid.acc.ave/test_clean | 2620 | 52576 | 94.2 | 5.3 | 0.5 | 0.8 | 6.6 | 57.4 |
decode_asr_asr_model_valid.acc.ave/test_other | 2939 | 52343 | 84.7 | 13.8 | 1.5 | 2.0 | 17.3 | 81.5 |
CER
dataset | Snt | Wrd | Corr | Sub | Del | Ins | Err | S.Err |
---|---|---|---|---|---|---|---|---|
decode_asr_asr_model_valid.acc.ave/dev_clean | 2703 | 288456 | 98.2 | 1.1 | 0.8 | 0.7 | 2.5 | 56.6 |
decode_asr_asr_model_valid.acc.ave/dev_other | 2864 | 265951 | 93.3 | 4.1 | 2.6 | 2.0 | 8.7 | 80.7 |
decode_asr_asr_model_valid.acc.ave/test_clean | 2620 | 281530 | 98.0 | 1.1 | 0.9 | 0.7 | 2.7 | 57.4 |
decode_asr_asr_model_valid.acc.ave/test_other | 2939 | 272758 | 93.5 | 4.0 | 2.5 | 1.9 | 8.4 | 81.5 |
TER
dataset | Snt | Wrd | Corr | Sub | Del | Ins | Err | S.Err |
---|---|---|---|---|---|---|---|---|
decode_asr_asr_model_valid.acc.ave/dev_clean | 2703 | 69558 | 92.0 | 5.0 | 3.0 | 0.7 | 8.7 | 56.6 |
decode_asr_asr_model_valid.acc.ave/dev_other | 2864 | 64524 | 81.3 | 13.2 | 5.4 | 2.4 | 21.1 | 80.7 |
decode_asr_asr_model_valid.acc.ave/test_clean | 2620 | 66983 | 91.8 | 5.1 | 3.1 | 0.6 | 8.8 | 57.4 |
decode_asr_asr_model_valid.acc.ave/test_other | 2939 | 66650 | 81.2 | 13.1 | 5.7 | 2.1 | 20.9 | 81.5 |