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Side-by-side YouTube player frames showing auto-translated vs. native English captions over the same Croatian podcast moment.
Comparisons·19. 05. 2026.·4 min

Why YouTube auto-translate fails on Croatian (and what that means if you license content from the region)

Three concrete failure modes, with measured WER from a 3-channel Croatian benchmark. If you're evaluating Croatian podcasts on the strength of YouTube's auto-translated captions, you are not seeing the asset.

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Fire-and-forget transcription and translation captions for Croatian creators.

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