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Classification of piano performers with deep learning models | Synapse
March 3, 2026
Classification of piano performers with deep learning models
JM
Jan Mycka
LZ
Liang Zeng
Beijing Institute of Technology
Key Points
This study demonstrates effective classification of piano performers using deep learning models based on performance features.
The model attained an accuracy of 92%, allowing precise differentiation among performers.
Assessment utilized neural networks combined with feature extraction techniques to analyze performance data.
Promising results support exploration of automated tools for music performance evaluation.
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Mycka et al. (Mon,) studied this question.
synapsesocial.com/papers/69a765b0badf0bb9e87da0c2
https://doi.org/https://doi.org/10.1016/j.jocs.2026.102804