@cazacu1989

videoMD · tier A

Olesea Cazacu · 10,506 followers · 2026-07-25 16:51 · 8s

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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.

#mamiciinromania #mamiciingermania #mamiciinitalia #mamici #tiktokviral

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

#tiktokviral#mamici#mamiciinromania#mamiciingermania#mamiciinitalia