@sergiu.k7

videoMD · tier C

Sergiu K · 10,098 followers · 2025-11-06 12:40 · 16s

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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.

#flypシ #autum #бмвсила #recommendations #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

#recommendations#viraltiktok#бмвсила#flypシ#autum