@nnn777.8

videoMD · tier B

nn’🦇 · 1,794 followers · 2026-01-27 12:37 · 12s

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plays

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likes

31,049

comments

143

11,854

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.

🫠#real #xyzbca #fypシ #foryoupage #fup

Speech (ASR)

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

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On-screen text (OCR)

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

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Hashtags

#fypシ#foryoupage#real#fup#xyzbca