Video auto-dubbing using Amazon Translate, Amazon Bedrock, and Amazon Polly
Machine Learning Blog
This post discusses a cost-saving solution for video auto-dubbing that uses Amazon Translate for initial translation, Amazon Bedrock for post-editing to improve translation quality, and Amazon Polly for generating synthetic voices. The solution was developed by AWS Partner Mission Cloud for MagellanTV, a streaming platform for documentaries.
Specifically, the article covers:
- Why choose Amazon Translate (supports many languages, good translation accuracy, custom terminology and formality tone)
- Using Amazon Bedrock for idiom detection and replacement, and sentence shortening for automatic time scaling
- Solution overview with AWS services like Step Functions, Lambda, and Batch
- Examples of using custom terminology, formality tone, idiom detection, and sentence shortening
- Conclusion highlighting the benefits of the solution for MagellanTV
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