Speaker Verification on VoxCeleb1 Targeted MI-FGSM
2.6EER (10 iterations)PnP-Diff + AudioPure
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PnP-Diff + AudioPureRTF=0.0912026.07 | 2.6 | 4.35 | 3.7 | 3.55 | |
| PnP-DiffRTF=0.0142026.07 | 2.65 | 4.45 | 3.65 | 3.58 | |
| Noise-0.005RTF=0.0062026.07 | 2.7 | 4.75 | 4.4 | 3.95 | |
| PnP-Diff-2RTF=0.0142026.07 | 2.9 | 4.1 | 3.5 | 3.5 | |
| AudioPureRTF=0.0502026.07 | 3.05 | 3.85 | 3.85 | 3.58 | |
| Noise-0.01RTF=0.0062026.07 | 3.15 | 3.8 | 3.95 | 3.63 | |
| PnP-Diff + DiffWavePnPRTF=0.0172026.07 | 3.3 | 5.45 | 5.2 | 4.65 | |
| AudioPure-SSNIRTF=1.0852026.07 | 3.45 | 4.05 | 4.05 | 3.85 | |
| Noise-0.02RTF=0.0062026.07 | 5.1 | 5.3 | 5 | 5.13 | |
| PnP-GaussianRTF=0.0142026.07 | 5.3 | 6.7 | 5.65 | 5.88 | |
| SpeechTokenizerRTF=0.0182026.07 | 5.75 | 9.85 | 7.7 | 7.77 | |
| AcademiCodecRTF=0.0172026.07 | 6.95 | 8.65 | 7.85 | 7.82 | |
| DACRTF=0.0172026.07 | 7.85 | 18.85 | 14.45 | 13.72 | |
| DAPRTF=0.0722026.07 | 9.3 | 28.15 | 20.3 | 19.25 | |
| No defender2026.07 | 26.7 | 69.35 | 81.2 | 59.08 |