Source Separation on WSJ0-2mix (test)
22.3SI-SNRiSepFormer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SepFormer# Param=25.7M, Stride=8, DM=true2022.02 | 22.3 | 22.4 | |
| Wavesplit# Param=29M, Stride=1, DM=true, uses speaker-ids=true2022.02 | 22.2 | 22.3 | |
| SepFormer-CF# Param=38.5M, Stride=8, DM=true2022.02 | 21.9 | 22.1 | |
| DPRNN# Param=27.5M, Stride=8, DM=true2022.02 | 21.8 | 22 | |
| Wavesplit# Param=29M, Stride=1, DM=false, uses speaker-ids=true2022.02 | 21 | 21.2 | |
| DPTNet# Param=26.2M, Stride=8, DM=true2022.02 | 20.6 | 20.8 | |
| SepFormer# Param=25.7M, Stride=8, DM=false2022.02 | 20.4 | 20.5 | |
| DPTNet# Param=2.6M, Stride=1, DM=false, note=Reported without improvement2022.02 | 20.2 | 20.6 | |
| VSUNOS# Param=7.5M, Stride=2, DM=false2022.02 | 20.1 | 20.4 | |
| sudo rm -rf# Param=2.6M, Stride=10, DM=false2022.02 | 18.9 | — | |
| DualPathRNN# Param=2.6M, Stride=1, DM=false2022.02 | 18.8 | 19 | |
| DeepCASA# Param=12.8M, Stride=1, DM=false2022.02 | 17.7 | 18 | |
| MGSTDM=false2022.02 | 17 | 17.3 | |
| Two-Step CTN# Param=8.6M, Stride=10, DM=false2022.02 | 16.1 | — | |
| SignPredictionNet# Param=55.2M, Stride=8, DM=false2022.02 | 15.3 | 15.6 | |
| Conv-TasNet# Param=5.1M, Stride=10, DM=false2022.02 | 15.3 | 15.6 | |
| TasnetStride=20, DM=false2022.02 | 10.8 | 11.1 | |
| FurcaNeXt# Param=51.4M, DM=false2022.02 | — | 18.4 |