@adrian_4226

videoMD · tier C

adrian_4226 · 6,624 followers · 2026-06-20 16:14 · 8s

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plays

9,132

likes

375

comments

301

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.

#bere#🍺 #vie#foryoy❤️

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

#bere#foryoy#vie