Table VII.
WER on the test set (si_et_05) of the CHiME-2 corpus using a bigram language model
System | si_et_05 | ||||||
---|---|---|---|---|---|---|---|
− 6 dB | −3 dB | 0 dB | 3 dB | 6 dB | 9 dB | Average | |
NMS | 37.9 | 30.1 | 25.9 | 21.1 | 18.3 | 16.5 | 25.0 |
Masked NMS | 33.0 | 26.6 | 23.9 | 19.5 | 16.6 | 15.8 | 22.6 |
NMS + JAT | 32.1 | 25.6 | 23.1 | 18.6 | 16.1 | 15.1 | 21.7 |
Masked NMS + DNE + SE | 33.2 | 26.7 | 22.4 | 18.7 | 15.4 | 14.5 | 21.8 |
NMS + DNE + SE + JAT(l) | 31.4 | 24.8 | 21.4 | 18.1 | 15.1 | 14.1 | 20.8 |
NMS + fIRM | 32.9 | 25.6 | 21.8 | 18.5 | 15.5 | 14.2 | 21.4 |
Masked NMS + fIRM | 31.2 | 24.9 | 20.7 | 18.0 | 15.0 | 13.6 | 20.6 |
NMS + fIRM + JAT | 30.5 | 24.5 | 21.2 | 17.5 | 14.4 | 13.5 | 20.3 |