@_.v1ctorash._18

videoMD · tier C

610_VYV · 294 followers · 2025-11-01 19:29 · 13s

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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.

@valiușa🦦 ❤️🫠 #foryoupage #apriciem #100kviews #viralvideos #elbruso

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

#foryoupage#viralvideos#elbruso#100kviews#apriciem