@lilianna271

videoMD · tier dormant

Flori Surprize la domiciliu ✨ · 2,967 followers · 2025-12-05 10:17 · 14s

https://www.tiktok.com/@lilianna271/video/7580315857004399883

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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.

#fupviraltiktok🖤シ♡❥♡Ladite de Crăciun #cadouri gata de a fi oferite familiei, prietenilor chiar și colegilor: nu ezita să ne lași un 📩 iar noi te vom ajutăm cu drag 😉

Speech (ASR)

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

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On-screen text (OCR)

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

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Hashtags

#cadouri#fupviraltiktok