@constantiadonica

videoMD · tier C

Constantia Donica · 5,695 followers · 2026-03-06 12:40 · 167s

https://www.tiktok.com/@constantiadonica/video/7614121605018471687

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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.

Dacă ai uitat că vine 8 Martie… încă mai ai timp să salvezi situația! 😄 O 🌷Lalea ambalată- 28 lei @Atelierfloral.md Atelier Floral-Măgdăcești Grăbește-te, stocul este limitat! #viral #foryou #flori #constantiadonicadelamagdacesti

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

#flori#foryou#viral#constantiadonicadelamagdacesti