Speaker Verification on VoxCeleb1 Targeted PGD-ℓ∞
2.35EER (10 iterations)PnP-Diff
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PnP-DiffRTF=0.0142026.07 | 2.35 | 3.5 | 3.2 | 3.02 | |
| PnP-Diff + AudioPureRTF=0.0912026.07 | 2.35 | 3.45 | 3.3 | 3.03 | |
| Noise-0.005RTF=0.0062026.07 | 2.75 | 3.75 | 3.7 | 3.4 | |
| PnP-Diff-2RTF=0.0142026.07 | 2.75 | 3.35 | 3.5 | 3.2 | |
| AudioPureRTF=0.0502026.07 | 2.95 | 3.75 | 3.55 | 3.42 | |
| Noise-0.01RTF=0.0062026.07 | 3.1 | 3.6 | 3.6 | 3.43 | |
| AudioPure-SSNIRTF=1.0852026.07 | 3.4 | 3.75 | 3.9 | 3.68 | |
| PnP-Diff + DiffWavePnPRTF=0.0172026.07 | 3.45 | 4.55 | 4.35 | 4.12 | |
| Noise-0.02RTF=0.0062026.07 | 4.55 | 5.15 | 5.15 | 4.95 | |
| SpeechTokenizerRTF=0.0182026.07 | 4.9 | 7.4 | 7.75 | 6.68 | |
| PnP-GaussianRTF=0.0142026.07 | 5.15 | 5.75 | 5.4 | 5.43 | |
| DACRTF=0.0172026.07 | 5.7 | 13.45 | 14.2 | 11.12 | |
| DAPRTF=0.0722026.07 | 6.35 | 15.1 | 17.2 | 12.88 | |
| AcademiCodecRTF=0.0172026.07 | 6.65 | 8.3 | 8.25 | 7.73 | |
| No defender2026.07 | 27.9 | 70.6 | 80.6 | 59.7 |