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videoMD · tier C

Valeria Moore · 1,866 followers · 2026-03-08 19:27 · 13s

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Topic

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

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Caption

Author-written, as posted.

Istanbul 💔 #istanbul #istanbul🇹🇷 #istanbulturkey #contentcreatorinsights2025 #viraltiktok

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

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EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags

#viraltiktok#istanbul#istanbulturkey#contentcreatorinsights2025