Speech Denoising on Valentini (test)
95.6STOI (%)CleanUNet
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CleanUNetDomain=Waveform, N=5, Loss function=l1+full2022.02 | 95.6 | 2.905 | 3.408 | 4.338 | 3.422 | 3.645 | — | — | |
| CleanUNetDomain=Waveform, N=3, Loss function=l1+full2022.02 | 95.5 | 2.884 | 3.396 | 4.317 | 3.406 | 3.625 | — | — | |
| FAIR-denoiserDomain=Waveform2022.02 | 95.3 | 2.835 | 3.329 | 4.269 | 3.377 | 3.571 | — | — | |
| DEN32Size (MB)=5.60, Precision=float point 322026.06 | 93 | — | — | 4.01 | 3.23 | 3.35 | 2.41 | 90 | |
| DEN16Size (MB)=2.81, Precision=float point 162026.06 | 93 | — | — | 4.01 | 3.23 | 3.35 | 2.41 | 90 | |
| Noisy dataset2022.02 | 92.7 | 1.943 | 2.553 | 3.185 | 2.475 | 2.536 | — | — | |
| Unprocessed2026.06 | 92 | — | — | 3.32 | 2.8 | 2.7 | 1.97 | 89 |