@ionn009

videoMD · tier dormant

Balan04 · 1,180 followers · 2026-03-21 06:28 · 12s

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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.

Tencuială Mecanizată 078819466 #top #milionviews #foryou #foryoupage #viral

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

#foryou#viral#foryoupage#top#milionviews