@valensa_777

videoMD · tier C

Valens_777 · 518 followers · 2026-05-06 08:09 · 31s

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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.

#и_кто_любовь_эту_выдумал#ты НеЗнаешьОнейПокаТыМал#рекомендации

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

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On-screen text (OCR)

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags

#рекомендации#ты#и_кто_любовь_эту_выдумал