The analysis of Chinese National ballad composition education based on artificial intelligence and deep learning

Abstract This study focuses on generating national ballads with ethnic characteristics through algorithms, and exploring the application of artificial intelligence in music composition. As an important component of Chinese traditional culture, national ballads carry rich emotions and historical sign...

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Bibliographic Details
Main Author: Chao Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-93063-9
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