Speech Separation on WHAMR!
18.5SI-SNRiTF-Locoformer (M)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TF-Locoformer (M)Domain=TF, #params[M]=15.02024.08 | 18.5 | 16.9 | |
| TF-Locoformer (S)Domain=TF, #params[M]=5.02024.08 | 17.4 | 15.9 | |
| SepReformer-LDynamic Mixing=true2024.06 | 17.2 | 16 | |
| TF-GridNetDomain=TF, #params[M]=5.52024.08 | 17.1 | 15.6 | |
| Mossformer2(L)Dynamic Mixing=true2024.06 | 17 | — | |
| MossFormer2+DM*Domain=T, #params[M]=55.72024.08 | 17 | — | |
| Mossformer(L)Dynamic Mixing=true2024.06 | 16.3 | — | |
| QDPNDynamic Mixing=true2024.06 | 14.4 | — | |
| QDPN+DM*Domain=T, #params[M]=200.02024.08 | 14.4 | — | |
| SepformerDynamic Mixing=true2024.06 | 14 | 13 | |
| SepFormer+DM*Domain=T, #params[M]=25.72024.08 | 14 | 13 | |
| WaveSplitDynamic Mixing=true2024.06 | 13.2 | 12.2 | |
| WavesplitDynamic mixing=true2020.02 | 13.2 | 12.2 | |
| Wavesplit+DMDomain=T, #params[M]=29.02024.08 | 13.2 | 12.2 | |
| MULCAT2020.02 | 12.2 | — | |
| WavesplitDynamic mixing=false2020.02 | 12 | 11.1 | |
| DPRNN2020.02 | 10.3 | — | |
| BLSTM-TasNet2020.02 | 9.2 | — | |
| Conv-TasNet2020.02 | 8.3 | — | |
| Conv-TasNet2020.02 | 8.3 | — |