@markiza2013_13

videoMD · tier dormant

￴ ￴ ￴ · 2,041 followers · 2025-08-17 08:39 · 11s

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plays

489,466

likes

84,012

comments

604

14,646

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.

#fyp#teamwork#яуедужитьвлондон

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

#fyp#teamwork#яуедужитьвлондон