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Multilingual video dubbing—a technology review and current challenges

  • University of Galway

Research output: Contribution to a Journal (Peer & Non Peer)Short surveypeer-review

7 Citations (Scopus)
1 Downloads (Pure)

Abstract

The proliferation of multi-lingual content on today’s streaming services has created a need for automated multi-lingual dubbing tools. In this article, current state-of-the-art approaches are discussed with reference to recent works in automatic dubbing and the closely related field of talking head generation. A taxonomy of papers within both fields is presented, and the main challenges of both speech-driven automatic dubbing, and talking head generation are discussed and outlined, together with proposals for future research to tackle these issues.

Original languageEnglish
Article number1230755
JournalFrontiers in Signal Processing
Volume3
DOIs
Publication statusPublished - 2023

Keywords

  • artificial intelligence
  • audio video synchronisation
  • deep fakes
  • deep learning
  • dubbing
  • talking head generation
  • video synthesis

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