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Xiao-Ran Bu

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#generative ai Open access Sep 2026

Generative AI-Driven Standardized Knowledge Governance Framework for College Classical Music Aesthetic Teaching

Aiming at the problem of non-music majors in college failing to convert abstract musical auditory information into stable aesthetic knowledge, this study constructs a framework for music teaching knowledge management. It establishes parametric coding rules to translate six core musical elements into standardized visual...

Xu-Dong Bai, Xiao-Ran Bu · 0 citations

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