@artiom_topal

videoMD · tier B

Artiom Topal · 5,064 followers · 2025-07-17 22:06 · 101s

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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.

Гроза на море и моя песня #ArtiomTopal #MIRROR #mamaia #storm

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

#storm#artiomtopal#MIRROR#mamaia