@user5154350174428

videoMD · tier C

🧕 мир 🗺 · 2,727 followers · 2026-05-23 11:51 · 64s

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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.

@🔱SZWAGIERKA93🔱 #tiktoklive #livehighlights #🔱SZWAGIERKA93🔱fanclub #🔱SZWAGIERKA93🔱

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

#livehighlights#tiktoklive