Target Speaker Extraction on Libri2Mix (Clean)
3.353DNSMOS OVLAnyEnhance
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AnyEnhanceCategory=Generative2026.01 | 3.353 | 3.638 | 4.066 | 4.277 | 0.735 | — | 0.914 | — | — | — | — | — | — | |
| LauraTSECategory=Generative2026.01 | 3.336 | 3.609 | 4.084 | 4.333 | 0.908 | 0.159 | 0.974 | 0.876 | — | — | — | — | — | |
| USEF-Laura-TSE-LCategory=Discriminative-Generative2026.01 | 3.319 | 3.592 | 4.075 | 4.45 | 0.934 | 0.117 | 0.982 | 0.902 | — | — | — | — | — | |
| DDTSE2025.12 | 3.3 | — | — | — | 0.73 | — | — | — | 1.79 | 0.78 | — | — | — | |
| USEF-TFGridNet-LCategory=Discriminative2026.01 | 3.272 | 3.555 | 4.051 | 4.319 | 0.935 | 0.0747 | 0.988 | 0.968 | — | — | — | — | — | |
| FlowTSE2025.12 | 3.27 | — | — | — | 0.9 | — | — | — | 2.58 | 0.84 | — | — | — | |
| TSELM-LCategory=Generative2026.01 | 3.212 | 3.489 | 4.041 | 3.961 | 0.793 | 0.297 | 0.887 | 0.627 | — | — | — | — | — | |
| MeanFlow-TSEType=G2025.12 | 3.21 | — | — | — | 0.92 | — | — | — | 3.26 | 0.93 | 18.8 | — | — | |
| Spex+Category=Discriminative2026.01 | 3.186 | 3.472 | 4.027 | 3.349 | 0.878 | 0.148 | 0.973 | 0.935 | — | — | — | — | — | |
| AD-FlowTSE2025.12 | 3.15 | — | — | — | 0.95 | — | — | — | 2.89 | 0.9 | 17.49 | — | — | |
| DiffSep+SVType=G2025.12 | 3.14 | — | — | — | 0.83 | — | — | — | 1.85 | 0.79 | — | — | — | |
| WeSepCategory=Discriminative2026.01 | 3.118 | 3.486 | 3.838 | 3.892 | 0.895 | 0.123 | 0.98 | 0.945 | — | — | — | — | — | |
| MixtureCategory=Unprocessed Baseline2026.01 | 2.653 | 3.383 | 3.098 | 2.453 | 0.572 | 0.792 | 0.847 | 0.759 | — | — | — | — | — | |
| Mixture2025.12 | 2.65 | — | — | — | 0.54 | — | — | — | 1.15 | 0.54 | 0 | — | — | |
| DiffTSE2025.12 | — | — | — | — | — | — | — | — | 3.08 | 0.8 | 11.28 | — | — | |
| EvoTSETrain set=WSJ, Inference protocol=EvoTSE, k=32026.04 | — | — | — | — | — | — | — | — | — | — | 17.91 | 2.2 | 18.71 | |
| EvoTSETrain set=WSJ, Inference protocol=EvoTSE, k=242026.04 | — | — | — | — | — | — | — | — | — | — | 17.92 | 2.1 | 18.72 | |
| EvoTSETrain set=WSJ + ESD, Inference protocol=EvoTSE, k=32026.04 | — | — | — | — | — | — | — | — | — | — | 17.27 | 5.1 | 19.14 | |
| EvoTSETrain set=WSJ + ESD, Inference protocol=EvoTSE, k=242026.04 | — | — | — | — | — | — | — | — | — | — | 17.43 | 5.1 | 19.23 | |
| SR-SSL2025.12 | — | — | — | — | — | — | — | — | 2.99 | — | 16 | — | — | |
| USEF-TFGridNetTrain set=WSJ, Inference protocol=Standard2026.04 | — | — | — | — | — | — | — | — | — | — | 16.51 | 4.7 | 18.41 | |
| USEF-TFGridNetTrain set=WSJ, Inference protocol=Static2026.04 | — | — | — | — | — | — | — | — | — | — | 16.65 | 4.6 | 18.53 | |
| USEF-TFGridNetTrain set=WSJ + ESD, Inference protocol=Standard2026.04 | — | — | — | — | — | — | — | — | — | — | 16.28 | 7.4 | 19.18 | |
| USEF-TFGridNetTrain set=WSJ + ESD, Inference protocol=Static2026.04 | — | — | — | — | — | — | — | — | — | — | 16.28 | 7.5 | 19.05 |