Modeling Biomechanical Constraint Violations for Language-Agnostic Lip-Sync Deepfake Detection
arXiv:2604.16808v1 Announce Type: new
Abstract: Current lip-sync deepfake detectors rely on pixel-level artifacts or audio-visual correspondence, failing to generalize across languages because these cues encode data-dependent patterns rather than univ…