@alioncikbejan

videoMD · tier B

Aliona Bejan · 1,425 followers · 2026-03-13 22:52 · 110s

https://www.tiktok.com/@alioncikbejan/video/7616876945531243797

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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.

#ghecreaconcurs🔥🔥🔥 Fiecare trend poate inspira! Dar frumusețea adevărată apare atunci când machiajul respectă trăsăturile naturale ale feței! Produse potrivite Aplicare corectă! Un rezultat luminos și armonios! Machiajul nu trebuie să se vadă, Trebuie doar să te facă să strălucești! #beautyreels #naturalbeauty #glowingskin @Salon Victoria Ghecrea

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

#naturalbeauty#ghecreaconcurs#beautyreels#glowingskin