@topa.alina05

videoMD · tier B

⚜️ Nails by Alina ⚜️ · 1,088 followers · 2025-07-17 17:20 · 21s

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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.

🎀🎀 #bows #pinkaesthethic #pinknails #pink #french #naildesigns #nailinspo @🦋𝓐𝓵𝓵𝓪🦋

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

#pink#french#pinknails#nailinspo#naildesigns#bows#pinkaesthethic