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audio forensics 1deepfake detection 1evidence subspace projection 1model interpretability 1self-supervised learning 1

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20242026
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eess.AS2025

Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection

Yassine El Kheir, Youness Samih, Suraj Maharjan +2

This paper conducts a comprehensive layer-wise analysis of self-supervised learning (SSL) models for audio deepfake detection across diverse contexts, including multilingual datase…