@user5154350174428

videoMD · tier C

🧕 мир 🗺 · 2,727 followers · 2026-05-28 07:16 · 64s

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This post falls outside the fetch window; media covers 2026-06-25 onward. The stored CDN links expire after ~24h and cannot be used instead.

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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.

@✨Nastya✨ #tiktoklive #livehighlights #✨Nastya✨fanclub #✨Nastya✨

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

#livehighlights#tiktoklive