General Speech Restoration on UNIVERSE 16kHz (test)
4.26UTMOSGround Truth
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Ground Truth2025.09 | 4.26 | 4.5 | — | 0 | 0 | 1 | 3.33 | |
| FINALLY2025.09 | 4.21 | — | — | — | — | — | 3.25 | |
| TF-RestormerModel Configuration=off2025.09 | 4.08 | 2.3 | 11.12 | 1.45 | 5.08 | 0.91 | 3.25 | |
| TF-RestormerModel Configuration=on2025.09 | 3.77 | 2 | 8.89 | 1.47 | 6.01 | 0.87 | 3.14 | |
| TF-Locoformer2025.09 | 2.95 | 2.13 | 11.61 | 2 | 6.26 | 0.89 | 2.86 | |
| VoiceFixer2025.09 | 2.83 | 1.77 | -5.68 | 1.49 | 10.5 | 0.84 | 2.99 | |
| UNIVERSE++2025.09 | 2.71 | 1.8 | 8.42 | 1.76 | 5.96 | 0.81 | 2.82 | |
| StoRM2025.09 | 2.7 | 1.76 | 9.01 | 1.67 | 6.87 | 0.84 | 2.94 | |
| UNIVERSE2025.09 | 2.64 | 1.74 | 7.73 | 1.92 | 6.25 | 0.79 | 2.73 | |
| Input2025.09 | 2.19 | 1.55 | 5.58 | 1.89 | 10.21 | 0.84 | 2.23 |