Do Compact SSL Backbones Matter for Audio Deepfake Detection? A Controlled Study with RAPTOR.

arXiv:2603.06164v2 Announce Type: replace-cross Abstract: Self-supervised learning (SSL) underpins modern audio deepfake detection, yet most prior work centers on a single large wav2vec2-XLSR backbone, leaving compact under studied. We present RAPTOR, Represen