@nicolae.roofart

videoMD · tier dormant

Nicolae Roofart · 271 followers · 2025-08-26 14:04 · 19s

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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.

Tigla metalică Arctica de la ROOFART #contentcreator #roofart #moldova #balti #edinet

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

#moldova#balti#contentcreator#Edinet#roofart