@md.vizz__

videoMD · tier C

MD.Visualss · 2,255 followers · 2026-06-09 09:15 · 21s

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plays

2,175

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comments

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.

Wtf is this😭 . #fyp #viral #edit #creatorsearchinsights #car

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

#viral#fyp#edit#car#creatorsearchinsights