@x.ce3ar

videoMD · tier C

𝑪𝒆𝒛𝒂𝒓 · 306 followers · 2025-02-15 15:12 · 5s

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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.

#cfmoto #cforce #scoreni #atv#canam #utv #fy #520 #winter #force #power

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

#fy#winter#cfmoto#canam#power#atv#cforce#scoreni#utv#520#force