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Yang-Nan Yang

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#graph neural networks Open access Sep 2026

Multi-instrument music score transcription, symbolic generation, and harmony analysis based on multi-scale residual neural networks

The results demonstrate that the contribution lies in music-specific cross-module coupling and constrained symbolic reconstruction rather than in introducing residual, graph, recurrent, or dilated convolution as isolated operators.

Huai-Shun Ou, Yang-Nan Yang, Yun-Yao Wang et al. · 0 citations

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