@lily.kox

videoMD · tier dormant

Lily Kox · 2,056 followers · 2025-11-06 15:54 · 15s

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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.

#мир #в #котором #я #живу mai ții minte @Luminita Bivol ?😃🤪🤣

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

#я#в#мир#котором#живу