@bmwmafia_2024_

videoMD · tier B

BMW.M.Power🔵⚪ · 86,651 followers · 2026-01-29 14:17 · 7s

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plays

81,518

likes

7,108

comments

531

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.

#bmwe39🖤 #stayle #рекомендации #❤️❤️

Speech (ASR)

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

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

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Hashtags

#рекомендации#bmwe39#stayle