Probing-Guided Layer Selection from Self-Supervised Speech Models for Generalizable Audio Deepfake Detection

Marjan Beheshti, Majid Rostami, Bo Chen

Audio deepfake detection systems often fail to generalize across domains because they rely on features tied to specific attacks or recording conditions. Self-supervised speech mode…