@mdl1n14

videoMD · tier C

Mădălin · 349 followers · 2025-12-17 18:29 · 20s

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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.

Can’t wait to buy new parts #fyp #oldschool #mtb #creatorsearchinsight #bike

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#creatorsearchinsight#oldschool#mtb#bike