Audio Source Tracing on MLAAD (eval)
97.6ID AccuracyDual-Branch Gated (Ours)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Dual-Branch Gated (Ours)Auxiliary data=Dev-OOD, Augmentation=None, Params=897K2026.06 | 97.6 | 4.9 | 10.4 | |
| Klein et al.: ResNet34+LMCL (B2)Auxiliary data=None, Augmentation=codec + reverb, Params=318M2026.06 | 95.8 | 8.8 | 9.9 | |
| Klein et al.: ResNet34+LMCL (B1)Auxiliary data=None, Augmentation=None, Params=318M2026.06 | 95.7 | 9 | 10.7 | |
| Klein et al.: ResNet34+LMCL (B3)Auxiliary data=ASV-CS, Augmentation=codec + reverb, Params=318M2026.06 | 95.5 | 8.1 | 8.3 | |
| Baseline Reference system (BL)Auxiliary data=None, Augmentation=None2026.06 | 85 | — | 63 |