@pantelimonursu

videoMD · tier C

xpn17md🐊🕷️ · 135 followers · 2026-05-05 14:36 · 4s

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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.

Apu când?😅#fypシ #cândmaibem#foroyou#trend #stiu_ca_nu_ajung_pe_fy #

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#foroyou#trend#stiu_ca_nu_ajung_pe_fy#cândmaibem