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videoMD · tier C

حرية · 295 followers · 2025-11-01 19:41 · 6s

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plays

34,277

likes

2,201

comments

734

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.

dacă cesna😒#прокурор #viral #xybca #fyp #рекомендации

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

#viral#fyp#рекомендации#xybca#прокурор