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 language | English |
|---|---|
| Article number | 1230755 |
| Journal | Frontiers in Signal Processing |
| Volume | 3 |
| DOIs | |
| Publication status | Published - 2023 |
Keywords
- artificial intelligence
- audio video synchronisation
- deep fakes
- deep learning
- dubbing
- talking head generation
- video synthesis
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