@noutlet_md

videoMD · tier B

Noutlet_md · 786 followers · 2026-05-02 12:25 · 46s

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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.

Cămăși în trend pentru bărbați 🔥 Brand: Jack & Jones Calitate foarte bună ✔️ Preț: 500–750 lei (depinde de model) 📩 #camasi #barbati #stil #outfit

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

#outfit#barbați#stil#camasi