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Catching wrong-voice lines in AI-generated video with 60 lines of Python

This story is from 2026-11-05. It is preserved in the archive; the latest stories are on the live feed.

Every few clips, our video model gives a line to the wrong character. The uncle speaks with the investor's voice, or a narrator turns up mid-scene. Watching every clip doesn't scale once you publish every day, so we built a check that does it for us. It's about 60 lines of Python. The setup: we run…

Read the full story at DEV Community — Machine Learning ↗

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  1. 2026-11-05 11:33 · DEV Community — Machine Learning
    Catching wrong-voice lines in AI-generated video with 60 lines of Python

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