@sopichekmd

videoMD · tier dormant

sopichek · 1,661 followers · 2025-08-26 23:59 · 22s

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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.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

вот и M4 #bmw #M4 #bmwm4 #german #germana

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

#bmw#m4#bmwm4#german#germana