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Face-Dubbing++: Lip-Synchronous, Voice Preserving Translation of Videos. (arXiv:2206.04523v1 [cs.CL])
June 10, 2022, 1:12 a.m. | Alexander Waibel, Moritz Behr, Fevziye Irem Eyiokur, Dogucan Yaman, Tuan-Nam Nguyen, Carlos Mullov, Mehmet Arif Demirtas, Alperen Kantarcı, Stef
cs.CL updates on arXiv.org arxiv.org
In this paper, we propose a neural end-to-end system for voice preserving,
lip-synchronous translation of videos. The system is designed to combine
multiple component models and produces a video of the original speaker speaking
in the target language that is lip-synchronous with the target speech, yet
maintains emphases in speech, voice characteristics, face video of the original
speaker. The pipeline starts with automatic speech recognition including
emphasis detection, followed by a translation model. The translated text is
then synthesized by …
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