@maniunya86

videoMD · tier A

VLADMAX · 273 followers · 2026-06-19 12:36 · 105s

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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.

#pretbun #vladmax #hainesecondhand #calitate #chimie

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

#calitate#chimie#pretbun#vladmax#hainesecondhand