@vitalik991772

videoMD · tier dormant

Vitalik...B · 389 followers · 2026-03-28 23:19 · 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.

#md #bmw #x5 #fy #viral #fyp

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#fy#bmw#md#x5