Speech Enhancement on DNS Challenge With Reverb (test)
4.473SIGBigCodec Resyn. GT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BigCodec Resyn. GT2025.09 | 4.473 | 4.471 | 4.19 | 85.7 | |
| MAGEctf=true2025.09 | 3.876 | 3.901 | 3.653 | 79.9 | |
| MAGEctf=true, corrector=true2025.09 | 3.864 | 3.961 | 3.372 | 78.9 | |
| TokenSESystem Architecture/Backbone=MHSA + Mamba (Bi)2026.04 | 3.643 | 4.173 | 3.403 | — | |
| TokenSESystem Architecture/Backbone=Mamba (Bi)2026.04 | 3.63 | 4.164 | 3.394 | — | |
| FlowSE2025.09 | 3.614 | 4.11 | 3.34 | 80.9 | |
| TokenSESystem Architecture/Backbone=Transformer2026.04 | 3.585 | 4.076 | 3.305 | — | |
| MaskSR-M2025.09 | 3.531 | 4.065 | 3.253 | 82.7 | |
| MaskSR-MSystem Architecture/Backbone=MaskSR-M [57]2026.04 | 3.531 | 4.065 | 3.253 | — | |
| MAGE2025.09 | 3.53 | 4.149 | 3.107 | 72.4 | |
| MAGEcorrector=true2025.09 | 3.525 | 4.146 | 3.081 | 72.4 | |
| MaskSR-SSystem Architecture/Backbone=MaskSR-S [57]2026.04 | 3.524 | 4.016 | 3.223 | — | |
| ANYENHANCE2025.09 | 3.5 | 4.04 | 3.204 | — | |
| TokenSESystem Architecture/Backbone=Mamba (Uni)2026.04 | 3.449 | 4.057 | 3.166 | — | |
| TokenSESystem Architecture/Backbone=Transformer (causal)2026.04 | 3.431 | 3.991 | 3.118 | — | |
| SELMSystem Architecture/Backbone=SELM [25]2026.04 | 3.16 | 3.577 | 2.695 | — | |
| StoRM2025.09 | 2.947 | 3.141 | 2.516 | 93.4 | |
| FRCRNSystem Architecture/Backbone=FRCRN [56]2026.04 | 2.934 | 2.924 | 2.279 | — | |
| DEMUCSSystem Architecture/Backbone=DEMUCS [15]2026.04 | 2.876 | 3.789 | 2.549 | — | |
| SGMSE2025.09 | 2.73 | 2.741 | 2.43 | 89.9 | |
| Conv-TasNet2025.09 | 2.415 | 2.71 | 2.01 | 93.9 | |
| Log-MMSESystem Architecture/Backbone=Statistical baseline2026.04 | 2.27 | 2.259 | 1.788 | — | |
| Noisy2025.09 | 1.76 | 1.497 | 1.392 | — | |
| UnprocessedSystem Architecture/Backbone=None2026.04 | 1.76 | 1.497 | 1.392 | — |