@cristina1994026

videoMD · tier C

Cristina1994026 · 339 followers · 2025-07-28 07:35 · 17s

https://www.tiktok.com/@cristina1994026/video/7532033181201992966

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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.

💖 Cauți un cadou original? Alege un buchet cu produse de beauty, gumă, accesorii și mult stil! 💅✨ Perfect pentru adolescente care adoră surprizele! 🎁 Un buchet care spune: „Ești specială!” 📲 Scrie-ne în privat pentru comenzi rapide! #buchetcadou#cadoupentrufete#surprizabeauty#plăcut##OMGbuchet

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

#buchetcadou#cadoupentrufete#surprizabeauty#plăcut#OMGbuchet