@228cubik228

videoMD · tier dormant

Cubik · 399 followers · 2025-11-19 13:36 · 15s

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plays

15,420

likes

476

comments

112

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.

#фрирайд #fyp #хочуврек #огородник

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#хочуврек#фрирайд#огородник