Do Compact SSL Backbones Matter for Audio Deepfake Detection? A Controlled Study with RAPTOR

arXiv:2603.06164 · cs.SD, cs.AI, cs.CL · Submitted 2026-03-06 · Read on arXiv

cs.SD, cs.AI, cs.CL

Submitted: 2026-03-06

Updated: 2026-10-25

Terminology

• Aleatoric Uncertainty — 1× in this paper · explained in 7 episodes
• Augmentation — 1× in this paper · explained in 2 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Calibration — 1× in this paper · explained in 9 episodes
• Robustness — 1× in this paper · explained in 6 episodes
• Self-Supervised Learning — 1× in this paper · explained in 8 episodes
• Self-Supervised Learning (SSL) — 1× in this paper · explained in 6 episodes
• Transformer — 1× in this paper · explained in 2 episodes

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