Fake Detection on ASVspoof5 (dev)
0.648EERWeDefense
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WeDefenseID=Aug 4, Augmentation=musan + rirs2026.01 | 0.648 | — | |
| WeDefenseID=Aug 2, Augmentation=codec2026.01 | 0.696 | — | |
| wav2vec2_large_960 + RawGAT-ST + aug.2026.01 | 0.76 | — | |
| Mi-Dasheng-1.2B + DSUSystem Category=General Audio SSL, Backbone=Mi-Dasheng-1.2B, Number of Parameters=1200M, Augmentation Strategy=DSU2025.12 | 1.193 | 0.034 | |
| WeDefenseID=Aug 0, Augmentation=w/o aug2026.01 | 1.235 | — | |
| Mi-Dasheng-1.2BSystem Category=General Audio SSL, Backbone=Mi-Dasheng-1.2B, Number of Parameters=1200M, Augmentation Strategy=None2025.12 | 1.625 | 0.047 | |
| WeDefenseID=Aug 3, Augmentation=rawboost2026.01 | 1.711 | — | |
| Mi-Dasheng-0.6B + DSUSystem Category=General Audio SSL, Backbone=Mi-Dasheng-0.6B, Number of Parameters=600M, Augmentation Strategy=DSU2025.12 | 1.777 | 0.051 | |
| SLIMDescription=Best single system in ASVspoof52026.01 | 3 | — | |
| Mi-Dasheng-0.6BSystem Category=General Audio SSL, Backbone=Mi-Dasheng-0.6B, Number of Parameters=600M, Augmentation Strategy=None2025.12 | 3.122 | 0.089 | |
| WeDefenseID=Aug 1, Augmentation=speed perturb2026.01 | 4.883 | — | |
| Mi-Dasheng-baseSystem Category=General Audio SSL, Backbone=Mi-Dasheng-base, Number of Parameters=86M, Augmentation Strategy=None2025.12 | 5.164 | 0.137 | |
| WavLM Base+ + RawBoostSystem Category=Speech-Specific SSL, Backbone=WavLM Base+, Augmentation Strategy=RawBoost2025.12 | 6.97 | 0.158 | |
| WavLM Base+ + MUSAN/RIRSystem Category=Speech-Specific SSL, Backbone=WavLM Base+, Augmentation Strategy=MUSAN/RIR2025.12 | 7.976 | 0.146 | |
| WavLM Base+System Category=Speech-Specific SSL, Backbone=WavLM Base+, Augmentation Strategy=None2025.12 | 11.885 | 0.193 | |
| ResNet18System Category=Baseline, Backbone=ResNet18, Augmentation Strategy=None2025.12 | 12.09 | 0.177 |