@scars.media

videoMD · tier dormant

່ · 4,337 followers · 2025-10-29 13:15 · 11s

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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.

nightmare #m3cs #g82 #m4 #scarsmedia #mercedes

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

#m4#mercedes#G82#m3cs#scarsmedia