@buzganlaurentiu

videoMD · tier C

_K.248_ · 661 followers · 2026-06-01 06:15 · 51s

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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.

#motorcycle #kayo #Lifestyle #foryoupage #elbruso✨

Speech (ASR)

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

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Hashtags

#foryoupage#elbruso#kayo#motorcycle#Lifestyle