What Survives the Codec Shift: Pooled No-Vocals Residuals for Speech Deepfake Detection

arXiv:2609.33375 · cs.SD, cs.AI, cs.LG, eess.AS · Submitted 2026-09-27 · Read on arXiv

cs.SD, cs.AI, cs.LG, eess.AS

Submitted: 2026-09-27

Updated: 2026-09-27

Terminology

• Generalization — 7× in this paper · explained in 13 episodes
• Ablation — 5× in this paper · explained in 1 episode
• AUC — 3× in this paper · explained in 2 episodes
• Alignment — 3× in this paper · explained in 1 episode
• Linear probe — 2× in this paper · explained in 2 episodes
• Fidelity — 1× in this paper · explained in 2 episodes
• Mixture of Experts — 1× in this paper · explained in 2 episodes
• Mixture-of-Experts Fusion — 1× in this paper
• Quantization — 1× in this paper · explained in 12 episodes
• Representation Learning — 1× in this paper · explained in 2 episodes
• Robustness — 1× in this paper · explained in 5 episodes
• Self-Supervised Learning — 1× in this paper · explained in 8 episodes
• Trace — 1× in this paper · explained in 2 episodes
• Transformer — 1× in this paper · explained in 2 episodes
• Verification — 1× in this paper · explained in 2 episodes

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