@nikoly._01

videoMD · tier C

Nicoleta💙💙 · 5,973 followers · 2026-06-10 15:16 · 15s

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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.

scumpulețu meu💙😘#fypage #fypシ゚ #viral_video_tiktok_team #fypシ゚viral🖤tiktok

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

#fypシ#fypage#viral_video_tiktok_team