Wake-Up Word Detection on Hey-Snips
99.96Recall @ FAR 0.5MFA-KWS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MFA-KWSTraining Data=Pos. Snips + Equ. LS2026.05 | 99.96 | 99.8 | 99.96 | |
| WaveNetTraining Data=Official Snips2026.05 | 99.88 | — | — | |
| MDTCTraining Data=Official Snips, Citation=[38]2026.05 | 99.88 | — | 99.92 | |
| DMA-KWS(3)Training Data=Zero-shot, Setting=Speaker-dependent2026.05 | 99.84 | 99.64 | 99.84 | |
| DMA-KWS(4)Training Data=Zero-shot, Setting=Speaker-dependent2026.05 | 99.84 | 99.72 | 99.84 | |
| DMA-KWS(2)Training Data=Zero-shot, Setting=Speaker-independent2026.05 | 99.76 | 99.45 | 99.8 | |
| DMA-KWS(1)Training Data=Zero-shot, Setting=Speaker-independent2026.05 | 99.28 | 98.66 | 99.45 | |
| CTC-StreamingTraining Data=Zero-shot2026.05 | 98.89 | 98.06 | 98.97 | |
| MDTCTraining Data=Pos. Snips + Equ. LS, Citation=[20]2026.05 | 98.85 | 89.52 | 99.29 | |
| RIL-KWSTraining Data=Official Snips2026.05 | 96.47 | — | 97.18 |