Anti-spoofing on SpoofCeleb (dev)
10.3EER (%)WavLM Base+ + RawBoost
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| WavLM Base+ + RawBoostSystem Category=Speech-Specific SSL, Backbone=WavLM Base+, Augmentation Strategy=RawBoost2025.12 | 10.3 | 0.003 | |
| Mi-Dasheng-0.6BSystem Category=General Audio SSL, Backbone=Mi-Dasheng-0.6B, Number of Parameters=600M, Augmentation Strategy=None2025.12 | 17.6 | 0.004 | |
| ResNet18System Category=Baseline, Backbone=ResNet18, Augmentation Strategy=None2025.12 | 20.4 | 0.005 | |
| Mi-Dasheng-0.6B + DSUSystem Category=General Audio SSL, Backbone=Mi-Dasheng-0.6B, Number of Parameters=600M, Augmentation Strategy=DSU2025.12 | 21.3 | 0.005 | |
| Mi-Dasheng-baseSystem Category=General Audio SSL, Backbone=Mi-Dasheng-base, Number of Parameters=86M, Augmentation Strategy=None2025.12 | 23.9 | 0.006 | |
| Mi-Dasheng-1.2BSystem Category=General Audio SSL, Backbone=Mi-Dasheng-1.2B, Number of Parameters=1200M, Augmentation Strategy=None2025.12 | 26.5 | 0.006 | |
| Mi-Dasheng-1.2B + DSUSystem Category=General Audio SSL, Backbone=Mi-Dasheng-1.2B, Number of Parameters=1200M, Augmentation Strategy=DSU2025.12 | 30.1 | 0.007 | |
| WavLM Base+System Category=Speech-Specific SSL, Backbone=WavLM Base+, Augmentation Strategy=None2025.12 | 40.2 | 0.011 | |
| WavLM Base+ + MUSAN/RIRSystem Category=Speech-Specific SSL, Backbone=WavLM Base+, Augmentation Strategy=MUSAN/RIR2025.12 | 80.5 | 0.022 |