@marianatocarciuc

videoMD · tier C

Mariana Tocarciuc · 3,096 followers · 2026-03-11 11:41 · 17s

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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.

#florincercel🔝🔝🔝🔝 #viral #5pasidebine #PMUTOCARCIUCMARIANAUNGHENI

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

#viral#5pasidebine#PMUTOCARCIUCMARIANAUNGHENI#florincercel