@lilian.lilian7

videoMD · tier B

lilian.lilian7 · 2,860 followers · 2026-06-17 09:45 · 5s

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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.

#italy #moldova #foruyou #recomendation

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

#recomendation#moldova#italy#foruyou