Speech Enhancement on L3DAS23 (dev)
12.9WERDPDCRN-T
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DPDCRN-TCasual & NFI=✓, Param. (M)=3.5, FLOPs (G/s)=13.71, RTF=0.362025.06 | 12.9 | 2.036 | 0.885 | 0.878 | |
| DeFT-ANCasual & NFI=✗, Param. (M)=2.7, FLOPs (G/s)=37.992025.06 | 13.7 | 1.976 | 0.866 | 0.864 | |
| I2SRF-TFCKDCasual & NFI=✓, Param. (M)=0.6, FLOPs (G/s)=2.44, RTF=0.092025.06 | 15 | 1.929 | 0.87 | 0.86 | |
| M3Casual & NFI=✓, Param. (M)=0.6, FLOPs (G/s)=2.44, RTF=0.092025.06 | 15.2 | 1.914 | 0.866 | 0.857 | |
| M2Casual & NFI=✓, Param. (M)=0.6, FLOPs (G/s)=2.44, RTF=0.092025.06 | 16.1 | 1.851 | 0.859 | 0.849 | |
| UCLFWPKDCasual & NFI=✓, Param. (M)=0.6, FLOPs (G/s)=2.44, RTF=0.092025.06 | 16.2 | 1.852 | 0.861 | 0.85 | |
| MPMTNet-KDCasual & NFI=✓, Param. (M)=0.6, FLOPs (G/s)=2.44, RTF=0.092025.06 | 16.5 | 1.844 | 0.86 | 0.847 | |
| ABC-KDCasual & NFI=✓, Param. (M)=0.6, FLOPs (G/s)=2.44, RTF=0.092025.06 | 16.9 | 1.795 | 0.856 | 0.843 | |
| Two-Step KDCasual & NFI=✓, Param. (M)=0.6, FLOPs (G/s)=2.44, RTF=0.092025.06 | 16.9 | 1.832 | 0.859 | 0.845 | |
| CLSKDCasual & NFI=✓, Param. (M)=0.6, FLOPs (G/s)=2.44, RTF=0.092025.06 | 17.8 | 1.768 | 0.851 | 0.837 | |
| M1Casual & NFI=✓, Param. (M)=0.6, FLOPs (G/s)=2.44, RTF=0.092025.06 | 17.9 | 1.774 | 0.85 | 0.836 | |
| DPDCRN-SCasual & NFI=✓, Param. (M)=0.6, FLOPs (G/s)=2.44, RTF=0.092025.06 | 18.5 | 1.711 | 0.85 | 0.832 | |
| LMFCA-NetCasual & NFI=✓, Param. (M)=2.1, FLOPs (G/s)=2.20, RTF=0.162025.06 | 19.9 | 1.843 | 0.865 | 0.833 | |
| CCA SpeechCasual & NFI=✗2025.06 | 29.3 | — | 0.836 | 0.771 | |
| Noisy2025.06 | 47.4 | 1.166 | 0.575 | 0.55 | |
| EaBNetCasual & NFI=✓, Param. (M)=2.8, FLOPs (G/s)=7.38, RTF=0.592025.06 | 54.9 | — | 0.724 | 0.587 | |
| Neural BeamformingCasual & NFI=✗, Param. (M)=5.5, FLOPs (G/s)=32.152025.06 | 56.9 | — | 0.684 | 0.557 |