@sonikxvr

videoMD · tier B

sonikxvr · 3,582 followers · 2025-12-19 12:29 · 45s

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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.

#fypシ゚ #sonikxvr #мотодвиж #🇲🇩 #wolfmotors

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

#fypシ#мотодвиж#sonikxvr#wolfmotors