@marianaisiumbeli

videoMD · tier C

¥Mariana❤️🔥 · 3,065 followers · 2026-04-24 17:56 · 34s

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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.

#моймир🌍 #моядевочка🎀 #счастьерядом

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

#моядевочка#моймир#счастьерядом