@bmwmafia_2024_

videoMD · tier B

BMW.M.Power🔵⚪ · 86,651 followers · 2026-01-31 22:08 · 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.

линия жизни становится точкой стишком за стишком #❤️❤️❤️ #foryou #reposting video

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Not transcribed yet.

On-screen text (OCR)

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags

#foryou#reposting