@moscalciucal

videoMD · tier dormant

AlexM & 777 · 643 followers · 2022-01-07 19:52 · 44s

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This post falls outside the fetch window; media covers 2026-06-25 onward. The stored CDN links expire after ~24h and cannot be used instead.

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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.

#вре #врек #врекомендации #fire #втренд #burn #youtube #you #foryou #друзья

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

#foryou#врек#you#youtube#друзья#врекомендации#fire#вре#втренд#burn