@vqd1mx

videoMD · tier C

194  · 582 followers · 2026-06-08 07:25 · 21s

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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.

#fyyyyyyyyyyyyyyyyyyy #stiu_ca_nu_o_sa__ajunga_pe_foryou #viraltiktok #500kviews #viperzs125fnew❤️

Speech (ASR)

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

Not transcribed yet.

On-screen text (OCR)

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

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Hashtags

#viraltiktok#fyyyyyyyyyyyyyyyyyyy#500kviews#stiu_ca_nu_o_sa__ajunga_pe_foryou#viperzs125fnew