@marypanuta

videoMD · tier C

М. С. · 641 followers · 2026-03-05 20:34 · 16s

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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.

#foryou #foryoupage #viral #tiktokviral #trend @Panuta Alexandru

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

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Hashtags

#foryou#viral#foryoupage#tiktokviral#trend