A Training-Free Proactive Defense Against Partial Speech Manipulation via Self-Embedding Steganography.

arXiv:2608.25285v2 Announce Type: replace-cross Abstract: Partial deepfake speech, where only limited segments of an utterance are synthesized or manipulated, poses a significant challenge to existing deepfake detection systems. As the proportion of spoofed re