Speech Separation on WSJ0-2Mix anechoic clean mixture (test)
25.5SI-SNRiSR-CorrNet-L + DM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SR-CorrNet-L + DMParams.(M)=38.1, MACs(G)=467.6, DM (Deep Filtering)=Yes2026.03 | 25.5 | 25.7 | |
| SepReformer-L + DMParams.(M)=55.3, MACs(G)=155.5, DM (Deep Filtering)=Yes2026.03 | 25.1 | 25.2 | |
| TF-Locoformer-L + DMParams.(M)=22.5, MACs(G)=204.3, DM (Deep Filtering)=Yes2026.03 | 25.1 | 25.2 | |
| TF-Locoformer-LParams.(M)=22.5, MACs(G)=306.2, DM (Deep Filtering)=No2026.03 | 24.2 | 24.3 | |
| SR-CorrNet-BParams.(M)=13.6, MACs(G)=177.3, DM (Deep Filtering)=No2026.03 | 24.1 | 24.3 | |
| SFSRNet + DMParams.(M)=59.0, MACs(G)=466.2, DM (Deep Filtering)=Yes2026.03 | 24 | 24.1 | |
| SepReformer-BParams.(M)=14.2, MACs(G)=39.8, DM (Deep Filtering)=No2026.03 | 23.8 | 23.9 | |
| TF-Locoformer-MParams.(M)=15.0, MACs(G)=204.3, DM (Deep Filtering)=No2026.03 | 23.6 | 23.8 | |
| SR-CorrNet-SParams.(M)=7.0, MACs(G)=88.9, DM (Deep Filtering)=No2026.03 | 23.6 | 23.8 | |
| TF-GridNetParams.(M)=14.5, MACs(G)=460.8, DM (Deep Filtering)=No2026.03 | 23.5 | 23.6 | |
| ISCITParams.(M)=58.4, MACs(G)=252.2, DM (Deep Filtering)=No2026.03 | 22.4 | 22.5 | |
| SepReformer-TParams.(M)=3.5, MACs(G)=10.4, DM (Deep Filtering)=No2026.03 | 22.4 | 22.6 | |
| ISCIT† + DMParams.(M)=58.4, MACs(G)=252.2, DM (Deep Filtering)=Yes2026.03 | 22.4 | 22.5 | |
| Sepformer + DMParams.(M)=26.0, MACs(G)=86.9, DM (Deep Filtering)=Yes2026.03 | 22.3 | 22.5 | |
| QDPNParams.(M)=200.0, DM (Deep Filtering)=No2026.03 | 22.1 | — | |
| QDPN + DMParams.(M)=200.0, DM (Deep Filtering)=Yes2026.03 | 22.1 | — | |
| SFSRNetParams.(M)=59.0, MACs(G)=124.2, DM (Deep Filtering)=No2026.03 | 22 | 22.1 | |
| SepformerParams.(M)=26.0, MACs(G)=86.9, DM (Deep Filtering)=No2026.03 | 20.4 | 20.5 | |
| DPTNetParams.(M)=2.7, MACs(G)=102.5, DM (Deep Filtering)=No2026.03 | 20.2 | 20.3 | |
| SuDoRM-RFParams.(M)=6.4, MACs(G)=10.1, DM (Deep Filtering)=No2026.03 | 18.9 | — | |
| DPRNNParams.(M)=2.6, MACs(G)=88.5, DM (Deep Filtering)=No2026.03 | 18.8 | 19 | |
| A-FRCNNParams.(M)=6.1, MACs(G)=125.0, DM (Deep Filtering)=No2026.03 | 18.3 | 18.6 | |
| Conv-TasNetParams.(M)=5.1, MACs(G)=10.5, DM (Deep Filtering)=No2026.03 | 15.3 | 15.6 |