@maxim.spots3

videoMD · tier C

Maxim.spots1 · 416 followers · 2025-08-10 10:01 · 12s

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Topic

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

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Caption

Author-written, as posted.

@Kultura #audi RS7 Green💚💚💚#recomendations #global_edit #viral_video_tiktok #@Liviu.clips @🪐Sasha🪐

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

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EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags

#viral_video_tiktok#audi#recomendations#global_edit