@scripnic.lilia_

videoMD · tier C

Lilia Scripnic · 8,810 followers · 2026-05-31 12:15 · 15s

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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.

#foryou😍❤️💋 #viral #foryoupageofficiall #tiktok

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

#foryou#tiktok#viral#foryoupageofficiall