Speech Denoising on DNS no-reverb (test)
3.262PESQ (WB)CleanUNet 2
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CleanUNet 2Domain=Hybrid, Loss Configuration=l1+full2023.09 | 3.262 | 3.658 | 97.7 | 4.661 | 3.976 | 4.03 | 4.11 | 3.92 | 3.86 | |
| CleanUNetDomain=Waveform, N=5, Loss=l1+full2022.02 | 3.146 | 3.551 | 97.7 | 4.619 | 3.892 | 3.932 | 4.03 | 3.89 | 3.78 | |
| CleanUNetDomain=Waveform, Loss Configuration=l1+full2023.09 | 3.146 | 3.551 | 97.7 | 4.619 | 3.892 | 3.932 | 4.03 | 3.89 | 3.78 | |
| CleanUNet 2Domain=Hybrid, Loss Configuration=l1+high2023.09 | 3.146 | 3.592 | 97.6 | 4.553 | 3.934 | 3.904 | 4.02 | 4.1 | 4.01 | |
| CleanUNetDomain=Waveform, N=5, Loss=l1+high2022.02 | 3.011 | 3.46 | 97.3 | 4.513 | 3.812 | 3.8 | 3.94 | 4.08 | 3.87 | |
| CleanUNetDomain=Waveform, Loss Configuration=l1+high2023.09 | 3.011 | 3.46 | 97.3 | 4.513 | 3.812 | 3.8 | 3.94 | 4.08 | 3.87 | |
| FullSubNetDomain=Time-Freq2022.02 | 2.897 | 3.374 | 96.4 | 4.278 | 3.644 | 3.607 | 3.97 | 3.72 | 3.75 | |
| FullSubNetDomain=Time-Freq2023.09 | 2.897 | 3.374 | 96.4 | 4.278 | 3.644 | 3.607 | 3.97 | 3.72 | 3.75 | |
| PoCoNetDomain=Time-Freq2022.02 | 2.745 | — | — | 4.08 | 3.04 | 3.422 | — | — | — | |
| PoCoNetDomain=Time-Freq2023.09 | 2.745 | — | — | 4.08 | 3.04 | 3.422 | — | — | — | |
| Conv-TasNetDomain=Waveform2022.02 | 2.73 | — | — | — | — | — | — | — | — | |
| Conv-TasNetDomain=Waveform2023.09 | 2.73 | — | — | — | — | — | — | — | — | |
| FAIR-denoiserDomain=Waveform2022.02 | 2.659 | 3.229 | 96.6 | 4.145 | 3.627 | 3.419 | 3.68 | 4.1 | 3.72 | |
| FAIR-denoiserDomain=Waveform2023.09 | 2.659 | 3.229 | 96.6 | 4.145 | 3.627 | 3.419 | 3.68 | 4.1 | 3.72 | |
| Noisy dataset2022.02 | 1.585 | 2.164 | 91.6 | 3.19 | 2.533 | 2.353 | — | — | — | |
| Noisy Dataset2023.09 | 1.585 | 2.164 | 91.6 | 3.19 | 2.533 | 2.353 | — | — | — | |
| DTLNDomain=Time-Freq2022.02 | — | 3.04 | 94.8 | — | — | — | — | — | — | |
| DTLNDomain=Time-Freq2023.09 | — | 3.04 | 94.8 | — | — | — | — | — | — |