@nicolai.gumenii

videoMD · tier C

Nicolai Gumenii · 2,187 followers · 2026-05-19 16:00 · 6s

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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.

#nicolaigumenii #calitate #gresiexxl #constructii @Vasile Turcu

Speech (ASR)

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

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Hashtags

#constructii#calitate#gresieXXL#nicolaigumenii