@verutzacerchez3

videoMD · tier C

Verutza Cerchez · 301,046 followers · 2026-05-26 17:12 · 11s

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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.

Vindem tot și cumpărăm o ….🤣🤣🤣🤣🤣#xuhuong2025 #live

Speech (ASR)

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

Not transcribed yet.

On-screen text (OCR)

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags

#live#xuhuong2025