Speech Enhancement and Restoration on VCTK + DEMAND (test)
3.9CSIGDBP-Net
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DBP-Net#Param.=2.05 M2024.09 | 3.9 | 3.11 | 3.31 | 2.61 | 0.92 | 9.81 | 2.24 | |
| DBP-Net w/o skip fusion#Param.=2.05 M2024.09 | 3.79 | 3.05 | 3.25 | 2.6 | 0.91 | 9.59 | 2.37 | |
| SGMSE+#Param.=65 M2024.09 | 3.35 | 3.08 | 2.91 | 2.37 | 0.9 | 9.86 | 2.88 | |
| HD-DEMUCS#Param.=24 M2024.09 | 3.29 | 2.63 | 2.6 | 1.85 | 0.83 | 7.15 | 2.43 | |
| VoiceFixer#Param.=122 M2024.09 | 3.21 | 2.12 | 2.54 | 1.82 | 0.83 | 9.13 | 2.72 | |
| DBP-Net w/o parameter sharing#Param.=2.43 M2024.09 | 2.74 | 3.14 | 2.76 | 2.67 | 0.9 | 9.19 | 3.95 | |
| Noisy#Param.=-2024.09 | 1.8 | 2.25 | 1.73 | 1.78 | 0.78 | 5.91 | 4.78 |