Keyword Spotting on Google Speech Commands corrupted with MS-SNSD noise v2 (test)
81.46Macro F1 ScoreImKWS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ImKWSSNR (dB)=10, keyword:non-keyword ratio=1:82026.03 | 81.46 | 94.43 | |
| UnadaptedSNR (dB)=10, keyword:non-keyword ratio=1:82026.03 | 80.44 | 94.65 | |
| AdaKWSSNR (dB)=10, keyword:non-keyword ratio=1:82026.03 | 79.96 | 93.63 | |
| ETASNR (dB)=10, keyword:non-keyword ratio=1:82026.03 | 79.95 | 93.61 | |
| TBNSNR (dB)=10, keyword:non-keyword ratio=1:82026.03 | 79.8 | 93.55 | |
| TentSNR (dB)=10, keyword:non-keyword ratio=1:82026.03 | 79.72 | 93.54 | |
| SARSNR (dB)=10, keyword:non-keyword ratio=1:82026.03 | 79.63 | 93.53 | |
| ImKWSSNR (dB)=0, keyword:non-keyword ratio=1:82026.03 | 76.49 | 93.13 | |
| TentSNR (dB)=0, keyword:non-keyword ratio=1:82026.03 | 74.86 | 92.13 | |
| ETASNR (dB)=0, keyword:non-keyword ratio=1:82026.03 | 74.61 | 92.01 | |
| TBNSNR (dB)=0, keyword:non-keyword ratio=1:82026.03 | 74.43 | 91.85 | |
| AdaKWSSNR (dB)=0, keyword:non-keyword ratio=1:82026.03 | 74.3 | 91.97 | |
| SARSNR (dB)=0, keyword:non-keyword ratio=1:82026.03 | 74.06 | 91.81 | |
| UnadaptedSNR (dB)=0, keyword:non-keyword ratio=1:82026.03 | 73.69 | 92.88 | |
| ImKWSSNR (dB)=-10, keyword:non-keyword ratio=1:82026.03 | 69.91 | 91.82 | |
| TentSNR (dB)=-10, keyword:non-keyword ratio=1:82026.03 | 67.06 | 89.98 | |
| AdaKWSSNR (dB)=-10, keyword:non-keyword ratio=1:82026.03 | 66.95 | 89.95 | |
| TBNSNR (dB)=-10, keyword:non-keyword ratio=1:82026.03 | 66.66 | 89.54 | |
| ETASNR (dB)=-10, keyword:non-keyword ratio=1:82026.03 | 66.52 | 89.58 | |
| SARSNR (dB)=-10, keyword:non-keyword ratio=1:82026.03 | 66.25 | 89.46 | |
| UnadaptedSNR (dB)=-10, keyword:non-keyword ratio=1:82026.03 | 61.33 | 90.75 |