@ovidiunegura1

videoMD · tier C

Ovidiu Negura · 539 followers · 2025-12-14 08:07 · 172s

https://www.tiktok.com/@ovidiunegura1/video/7583622120165444876

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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.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

#violinmyheart❤️🎻 #iubescsacint #musically #musicismylife #lovemusic🎵🎶viral #musicistiditiktok #violinlover #violinandpiano #violinistasdetiktok #violinmybestfrend #violinstudent

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

#musically#lovemusic#violinmyheart#iubescsacint#musicismylife#violinandpiano#violinlover#musicistiditiktok#violinistasdetiktok#violinmybestfrend#violinstudent