Shreyas Gopal

Intra-modal and Cross-modal Synchronization for Audio-visual Deepfake Detection and Temporal Localization

Recent deepfake detection algorithms focus solely on uni-modal or cross-modal inconsistencies. While the former disregards audio-visual correspondence entirely rendering them less effective against multimodal attacks, the latter overlooks inconsistencies in a particular modality. Moreover, many mode…