The Affective Bridge: Preserving Speech Representations while Enhancing Deepfake Detection via emotional Constraints

arXiv:2512.11241 · cs.SD · Submitted 2025-12-12 · Read on arXiv

cs.SD

Submitted: 2025-12-12

Updated: 2026-10-23

Terminology

• Downstream Tasks — 2× in this paper · explained in 2 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Automatic Speech Recognition (ASR) — 1× in this paper · explained in 2 episodes
• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Verification — 1× in this paper · explained in 2 episodes

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