Emotions Don't Lie: An Audio-Visual Deepfake Detection Method using Affective Cues

Trisha Mittal
Trisha Mittal
Uttaran Bhattacharya
Uttaran Bhattacharya

MM '20: The 28th ACM International Conference on Multimedia Seattle WA USA October, 2020, pp. 2823-2832, 2020.

Cited by: 0|Bibtex|Views6|DOI:https://doi.org/10.1145/3394171.3413570
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Other Links: dl.acm.org|dblp.uni-trier.de|academic.microsoft.com

Abstract:

We present a learning-based method for detecting real and fake deepfake multimedia content. To maximize information for learning, we extract and analyze the similarity between the two audio and visual modalities from within the same video. Additionally, we extract and compare affective cues corresponding to perceived emotion from the two ...More

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