@vl3d_01

videoMD · tier dormant

￴ ￴ ￴ ￴ ￴ ￴ ￴ ￴ ￴ ￴ ￴ ￴ ￴ · 1,571 followers · 2025-11-28 20:44 · 16s

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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.

My best edit 🖤💙😍 #fyp #viral #bmw#targetaudience #latenightfinds

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

#viral#fyp#bmw#targetaudience#latenightfinds