Table V.
WER on the development set (si_dt_05) of the CHiME-2 corpus using additional features
System | si_dt_05 | ||||||
---|---|---|---|---|---|---|---|
−6 dB | −3 dB | 0 dB | 3 dB | 6 dB | 9 dB | Average | |
NMS + SNE | 43.2 | 34.0 | 29.1 | 25.0 | 21.7 | 19.0 | 28.7 |
Masked NMS + SNE | 38.8 | 30.9 | 26.8 | 22.8 | 20.3 | 18.4 | 26.3 |
NMS + DNE | 42.1 | 33.8 | 28.5 | 24.7 | 21.5 | 19.1 | 28.3 |
Masked NMS + DNE | 38.3 | 30.3 | 26.5 | 22.7 | 20.1 | 18.4 | 26.0 |
NMS + DNE + SE | 40.3 | 33.0 | 27.4 | 23.1 | 21.0 | 18.2 | 27.2 |
Masked NMS + DNE + SE | 38.3 | 31.0 | 26.5 | 22.4 | 19.7 | 17.8 | 25.9 |
NMS + fIRM | 39.6 | 31.7 | 26.7 | 22.5 | 19.9 | 17.5 | 26.3 |
Masked NMS + fIRM | 37.9 | 29.9 | 25.2 | 21.9 | 19.4 | 17.2 | 25.2 |
NMS + fIRM + DNE + SE | 40.7 | 32.9 | 27.3 | 23.2 | 20.2 | 18.1 | 27.0 |
Masked NMS + fIRM + DNE + SE | 37.9 | 29.9 | 25.2 | 21.6 | 19.1 | 17.5 | 25.2 |