@katyushatok1

videoMD · tier B

KatyushaTok · 1,855 followers · 2026-04-24 19:39 · 10s

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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.

В начале всегда очень сложно 🥲 #реки #влог #миллион #рекомендации #глобальныерекомендации

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

#рекомендации#реки#влог#глобальныерекомендации#миллион