An Audio-Visual Attention Based Multimodal Network for Fake Talking Face Videos Detection. (arXiv:2203.05178v1 [cs.CV])

DeepFake based digital facial forgery is threatening the public media
security, especially when lip manipulation has been used in talking face
generation, the difficulty of fake video detection is further improved. By only
changing lip shape to match the given speech, the facial features of identity
is hard to be discriminated in such fake talking face videos. Together with the
lack of attention on audio stream as the prior knowledge, the detection failure
of fake talking face generation also becomes …

arxiv attention audio cv detection fake multimodal network videos visual attention