@mariana.imexgrup

videoMD · tier B

Mariana Imex-Grup Md · 1,017 followers · 2025-12-19 15:27 · 16s

https://www.tiktok.com/@mariana.imexgrup/video/7585591067978796344

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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.

Dulap cupă pentru haine, montat la client s.Căzăneşti Teleneşti, dacă doreşti ceva din mobilă detalii la număr 060650082 #mobila #bucatariilacomandamoldova #mobilapersonalizata

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

#mobila#mobilapersonalizata#bucatariilacomandamoldova