@dobocedoinna

videoMD · tier C

Doina Ceban-Bordei_💎💄🌹 · 2,029 followers · 2025-11-19 21:23 · 32s

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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.

Viața este ca toamna-scurta ,dar colorată ! #videoviral #suflet #de #toamna🍁 #beautiful

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

#de#beautiful#suflet#toamna#videoviral