@not.nastea1

videoMD · tier B

𝓝𝓸𝓽.𝓝𝓪𝓼𝓽𝓮𝓪 · 16,658 followers · 2026-05-18 13:26 · 57s

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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.

#😂✌🏻 #@Stef🤍🐊 #pufffffffffffffffffffffffffffffffffffffff #viralllllllllllllllll #cubratu 😂🤣

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

#viralllllllllllllllll#pufffffffffffffffffffffffffffffffffffffff#cubratu