@valicrystls

videoMD · tier dormant

Valentina🩷 · 88 followers · 2026-05-11 07:10 · 12s

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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.

Încet.....dar cu drag❤️ Copii fericiți mame împlinite 🎀🤗❤️ #mămici #foryou #handmade #romania #viatademama

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#romania#handmade#mamici#viatademama