@sasha.spots1

videoMD · tier B

⃟ · 1,026 followers · 2026-05-08 19:36 · 19s

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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.

Owner—>@🔱Abo kamel🔱 #bmw #m4 #f82 #moldova🇲🇩 #fyp @Liviu.spots

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

#fyp#moldova#bmw#m4#f82