@motociclista19

videoMD · tier C

❤️👑 Snejana 👑❤️ · 7,456 followers · 2025-11-21 10:28 · 15s

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plays

2,732

likes

331

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.

#vibes😍 #foryoupage #recomandation #likemyvideos #viralvideos

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

#foryoupage#viralvideos#vibes#recomandation#likemyvideos