@mdl1n14

videoMD · tier C

Mădălin · 349 followers · 2025-12-28 20:47 · 17s

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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.

I just love the snow 😝#fyp #snow #oldschool #bike #creatorsearchinsight

Speech (ASR)

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

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On-screen text (OCR)

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

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Hashtags

#fyp#snow#creatorsearchinsight#oldschool#bike