@timussilviu

videoMD · tier dormant

Timussilviu · 566 followers · 2025-08-14 14:00 · 12s

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plays

101,135

likes

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comments

4,420

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.

Atâta s o putut #fyp #car #Summer #vibe #toyota

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#Summer#car#vibe#toyota