Speech Enhancement on VB-DMD
3.64DNSMOSDriftSE* (DistilHuBERT)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DriftSE* (DistilHuBERT)NFE=12026.04 | 3.64 | 2.99 | 17.98 | 86 | 4.33 | |
| DriftSE (Unpaired, map to DNS)NFE=12026.04 | 3.61 | 2 | 6.6 | 74 | 3.92 | |
| MeanFlowSENFE=12026.04 | 3.58 | 2.81 | 19.97 | 88 | 4.25 | |
| SBCTMNFE=12026.04 | 3.55 | 3.56 | 12.7 | 87 | 4.35 | |
| DriftSE (WavLM)NFE=12026.04 | 3.54 | 3.03 | 14 | 85 | 4.17 | |
| ROSE-CDNFE=12026.04 | 3.49 | 3.49 | 17.8 | 87 | 4.23 | |
| DriftSE (HuBERT)NFE=12026.04 | 3.49 | 2.94 | 12.5 | 84 | 4.14 | |
| DriftSE† (DistilHuBERT)NFE=12026.04 | 3.49 | 3.45 | 20.6 | 87 | 4.11 | |
| SGMSE+NFE=302026.04 | 3.48 | 2.9 | 16.9 | 85 | 3.98 | |
| DriftSE (DistilHuBERT)NFE=12026.04 | 3.48 | 3 | 15.6 | 85 | 4.15 | |
| DriftSE (DistilHuBERT, σ = 0)NFE=12026.04 | 3.47 | 3.15 | 16.1 | 86 | 4.08 | |
| UNIVERSE++NFE=82026.04 | 3.45 | 2.91 | 18 | 85 | 4.35 | |
| DriftSE (Unpaired, map to VB-Female)NFE=12026.04 | 3.4 | — | — | — | 3.72 | |
| DriftSE (WavLM, L24)NFE=12026.04 | 3.36 | 2.9 | 12.6 | 84 | 3.93 | |
| MetricGAN+NFE=12026.04 | 3.22 | 3.13 | 8.5 | 83 | 3.82 |