Speech Enhancement on DAPS (out-of-domain)
2.81CSIGSGMSE+
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SGMSE+2026.02 | 2.81 | — | 2.33 | 1.97 | — | 4.44 | |
| MAE-based universal speech enhancerPre-train augmentation type=Multi speaker+log1p, Finetune=true2026.02 | 2.64 | 2.51 | 2.32 | 2.17 | 9.1 | 3.5 | |
| MAE-based universal speech enhancerPre-train augmentation type=Multi speaker, Finetune=true2026.02 | 2.57 | 2.3 | 2.21 | 2.09 | 8.51 | 3.43 | |
| MAE for restorationPre-train augmentation type=Random TF mask, Finetune=true2026.02 | 2.49 | — | 2.05 | 1.81 | — | 2.95 | |
| MAE-based universal speech enhancerPre-train augmentation type=Multi speaker+log1p, Finetune=false2026.02 | 2.45 | 1.8 | 2.1 | 1.8 | 7.24 | 2.74 | |
| MAE-based universal speech enhancerPre-train augmentation type=Multi speaker, Finetune=false2026.02 | 2.34 | 1.75 | 1.99 | 1.78 | 7.24 | 2.71 | |
| UNIVERSE2026.02 | 2.19 | — | 1.76 | 1.51 | — | — | |
| Noisy2026.02 | 2 | 1.52 | 1.6 | 1.47 | 1.42 | 2.79 |