@dubei75

videoMD · tier B

Allexandrinna_s_kriss 📿 · 3,886 followers · 2026-06-20 19:10 · 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.

#creatorsearchinsights2025💗💗💪💕✅✅

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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#creatorsearchinsights2025