Language-Conditioned Audio Adaptation for Multilingual Audio-Visual Deepfake Detection
Audio-visual deepfake detectors are increasingly deployed in multilingual settings, yet language-dependent speech variability can alter the behavior of audio branches trained without explicit language conditioning. This paper evaluates a MAVDD-style audio-visual detector on the French, Spanish, and Russian subsets of P...