@alioncikbejan

videoMD · tier B

Aliona Bejan · 1,425 followers · 2026-01-31 16:57 · 33s

https://www.tiktok.com/@alioncikbejan/video/7601570803766938900

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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.

Încrederea ei m-a motivat să pun suflet în fiecare detaliu. Iar la final… acel zâmbet din oglindă a spus totul ✨ Sunt Aliona – makeup artist și iubesc să evidențiez frumusețea naturală a fiecărei fete 💄 Programări în DM 💌 #makeupartist #mireasa #bridalmakeup #beauty #mua

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Not transcribed yet.

On-screen text (OCR)

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags

#beauty#mireasa#makeupartist#bridalmakeup#mua