2026
Investigating Self-Supervised Representations for Audio-Visual Deepfake Detection
CVPR 2026
Self-supervised representations excel at many vision and speech tasks, but their potential for audio-visual deepfake detection remains underexplored. Unlike prior work that uses these features in isolation or buried within complex architectures, we systematically evaluate them across modalities (aud