@vorbe_din_sat2026

videoMD · tier C

vorbe_din_sat · 1,322 followers · 2026-01-12 06:19 · 5s

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plays

260,416

likes

13,457

comments

22,671

Topic

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

#CapCut #haha #foryour #viral #mem @CalamburShows

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

#CapCut#viral#haha#foryour#mem