@serghei_razvan

videoMD · tier C

Vacaras Serghei · 2,972 followers · 2025-10-25 08:47 · 23s

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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.

#roada2025🌻 #surely #sumiko #100000k #foryoupage

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

#foryoupage#100000k#roada2025#surely#sumiko