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About Detecting Deep-Fake Videos From Phoneme-Viseme Mismatches
The document describes a technique for detecting deepfake videos by exploiting inconsistencies between mouth shapes (visemes) and spoken phonemes. The technique focuses on words beginning with M, B, or P, where the lips must fully close. The authors analyze deepfake videos created using audio-to-video and text-to-video synthesis, as well as in-the-wild deepfakes. They describe datasets containing original and synthesized videos and extracting mouth regions for analysis. The technique aims to be robust against various synthesis methods and intentional/unintentional laundering.
Detailed Information
| Author: | ['Eloisa Potrich'] |
|---|---|
| Publication Year: | 2022 |
| Pages: | 9 |
| Language: | English |
| Format: | |
| Price: | FREE |
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