Keyword Spotting on Google Speech Commands corrupted with ESC-50 noise v2 (test)
84.51Macro F1ImKWS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ImKWSSNR (dB)=10, keyword:non-keyword ratio=1:82026.03 | 84.51 | 95.23 | |
| TBNSNR (dB)=10, keyword:non-keyword ratio=1:82026.03 | 83.15 | 94.56 | |
| AdaKWSSNR (dB)=10, keyword:non-keyword ratio=1:82026.03 | 82.89 | 94.47 | |
| TentSNR (dB)=10, keyword:non-keyword ratio=1:82026.03 | 82.86 | 94.44 | |
| SARSNR (dB)=10, keyword:non-keyword ratio=1:82026.03 | 82.8 | 94.46 | |
| ETASNR (dB)=10, keyword:non-keyword ratio=1:82026.03 | 82.66 | 94.43 | |
| UnadaptedSNR (dB)=10, keyword:non-keyword ratio=1:82026.03 | 81.91 | 95.1 | |
| ImKWSSNR (dB)=0, keyword:non-keyword ratio=1:82026.03 | 78.98 | 93.57 | |
| AdaKWSSNR (dB)=0, keyword:non-keyword ratio=1:82026.03 | 77.55 | 92.72 | |
| TBNSNR (dB)=0, keyword:non-keyword ratio=1:82026.03 | 77.41 | 92.65 | |
| TentSNR (dB)=0, keyword:non-keyword ratio=1:82026.03 | 77.32 | 92.66 | |
| ETASNR (dB)=0, keyword:non-keyword ratio=1:82026.03 | 77.27 | 92.62 | |
| SARSNR (dB)=0, keyword:non-keyword ratio=1:82026.03 | 77.14 | 92.6 | |
| UnadaptedSNR (dB)=0, keyword:non-keyword ratio=1:82026.03 | 74.06 | 93.46 | |
| ImKWSSNR (dB)=-10, keyword:non-keyword ratio=1:82026.03 | 70.91 | 91.2 | |
| AdaKWSSNR (dB)=-10, keyword:non-keyword ratio=1:82026.03 | 69.68 | 90.25 | |
| SARSNR (dB)=-10, keyword:non-keyword ratio=1:82026.03 | 69.35 | 89.95 | |
| ETASNR (dB)=-10, keyword:non-keyword ratio=1:82026.03 | 69.29 | 89.88 | |
| TBNSNR (dB)=-10, keyword:non-keyword ratio=1:82026.03 | 69.14 | 89.83 | |
| TentSNR (dB)=-10, keyword:non-keyword ratio=1:82026.03 | 68.99 | 89.83 | |
| UnadaptedSNR (dB)=-10, keyword:non-keyword ratio=1:82026.03 | 61.87 | 91.32 |