Speaker Verification on VoxCeleb1 Targeted PGD-ℓ2
2.6EER (10 iter)PnP-Diff
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PnP-DiffRTF=0.0142026.07 | 2.6 | 3.55 | 3.6 | 3.25 | |
| PnP-Diff + AudioPureRTF=0.0912026.07 | 2.65 | 3.9 | 3.6 | 3.38 | |
| PnP-Diff + DiffWavePnPRTF=0.0172026.07 | 2.65 | 4.8 | 4.85 | 4.1 | |
| Noise-0.005RTF=0.0062026.07 | 2.8 | 3.8 | 3.85 | 3.48 | |
| PnP-Diff-2RTF=0.0142026.07 | 3 | 3.4 | 3.85 | 3.42 | |
| AudioPureRTF=0.0502026.07 | 3.15 | 3.55 | 3.75 | 3.48 | |
| Noise-0.01RTF=0.0062026.07 | 3.2 | 3.35 | 3.65 | 3.4 | |
| AudioPure-SSNIRTF=1.0852026.07 | 3.5 | 3.7 | 3.7 | 3.63 | |
| Noise-0.02RTF=0.0062026.07 | 4.85 | 5 | 5.15 | 5 | |
| PnP-GaussianRTF=0.0142026.07 | 5.15 | 6.15 | 5.95 | 5.75 | |
| SpeechTokenizerRTF=0.0182026.07 | 5.7 | 8.65 | 8.55 | 7.63 | |
| AcademiCodecRTF=0.0172026.07 | 7.1 | 8.25 | 8.5 | 7.95 | |
| DACRTF=0.0172026.07 | 7.75 | 16.45 | 16.35 | 13.52 | |
| DAPRTF=0.0722026.07 | 9.4 | 21.85 | 21.9 | 17.72 | |
| No defender2026.07 | 33.75 | 75.75 | 81.5 | 63.67 |