@k.a.a259

videoMD · tier B

K.A.A259 · 32,194 followers · 2026-04-22 20:28 · 24s

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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.

#asp #tiktokviral #viraltiktok #examen #permis

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

#viraltiktok#tiktokviral#asp#examen#permis