Speech Enhancement on WSJ0 UNI
3.15PESQDVPD
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DVPDParameters=1.9M, MACs=10.2G, Model Type=D+P, TLB=true2026.01 | 3.15 | 0.92 | 4.21 | 3.01 | 3.51 | 4.27 | |
| DVPDParameters=1.9M, MACs=10.2G, Model Type=D+P, TLB=false2026.01 | 2.99 | 0.91 | 4.06 | 2.93 | 3.43 | 4.16 | |
| PGUSEParameters=5.1M, MACs=26.3G, Model Type=D+P2026.01 | 2.95 | 0.91 | 4.01 | 2.61 | 3.53 | 3.44 | |
| DOSE+Parameters=65.9M, MACs=310.4G, Model Type=D2026.01 | 2.84 | 0.9 | 3.96 | 2.79 | 3.49 | 3.69 | |
| StoRMParameters=55.1M, MACs=15.8T, Model Type=D+P2026.01 | 2.75 | 0.89 | 3.84 | 2.66 | 3.09 | 3.44 | |
| MP-SENetParameters=2.26M, MACs=34.58G, Model Type=P2026.01 | 2.71 | 0.88 | 3.99 | 2.9 | 3.38 | 4.16 | |
| DVPD-PParameters=0.61M, MACs=2.41G, Model Type=P2026.01 | 2.7 | 0.88 | 3.91 | 2.91 | 3.28 | 3.76 | |
| CMGANParameters=1.8M, MACs=31.7G, Model Type=P2026.01 | 2.66 | 0.88 | 3.52 | 2.81 | 3.11 | 3.55 | |
| UNIVERSE++Parameters=42.9M, MACs=42.8G, Model Type=D+P2026.01 | 2.66 | 0.89 | 3.89 | 2.6 | 3.21 | 3.46 | |
| SGMSE+Parameters=65.6M, MACs=8.0T, Model Type=D2026.01 | 2.61 | 0.9 | 3.79 | 2.65 | 3.09 | 3.4 | |
| PGUSE-PParameters=2.3M, MACs=5.8G, Model Type=P2026.01 | 2.38 | 0.85 | 3.43 | 2.6 | 2.91 | 3.21 | |
| MANNERParameters=24.1M, MACs=8.7G, Model Type=P2026.01 | 2.21 | 0.8 | 3.41 | 2.46 | 2.78 | 2.99 | |
| Conv-TasNetParameters=3.4M, MACs=3.2G, Model Type=P2026.01 | 2.01 | 0.76 | 3.02 | 2.23 | 2.64 | 2.56 | |
| CDiffuSEParameters=4.3M, MACs=292.4G, Model Type=D2026.01 | 1.97 | 0.8 | 2.77 | 1.99 | 2.21 | 2.5 | |
| Degraded2026.01 | 1.67 | 0.7 | 2.41 | 1.92 | 2.01 | 1.79 |