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videoMD · tier C

🤩KOROLEVNA♑️🇲🇩 · 1,657 followers · 2026-02-01 17:39 · 28s

No local media for this post.

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.

#силамудростьслова #путьксебе #жизньпрекрасна #2026

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

#2026#жизньпрекрасна#силамудростьслова#путьксебе