@bivol.d

videoMD · tier C

Dmitry Bivol · 1,375,752 followers · 2025-02-12 16:40 · 11s

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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.

10 days | Feb 22 | #Bivol #riyadhseason

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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#bivol#riyadhseason