Xiao Li

Research on Deep Learning-Based Methods for Emotional Expression Recognition and Style Analysis in Piano Performance

Emotional expression recognition in piano performance requires fine-grained modeling of audio timbre, dynamic touch, rhythm fluctuation, and performance style. Existing methods based on single audio features or shallow statistics often fail to capture subtle emotional transitions and stylistic differences. This study p...