This book constitutes the refereed proceedings of the Second Summit on Music Intelligence, SOMI 2023, held in Beijing, China, during October 28–30, 2023.
The 10 full papers included in this book were carefully reviewed and selected from 27 submissions. They were organized in topical sections as follows: Music, Neural Science and Music Therapy, Multimodality in Music and Music Generation.
Music, Neural Science and Music Therapy.- Musical Training Induced
Changes in Intra- and Inter-network Functional Connectivity.- Research on the
Improvement of Children's Attention through Binaural Beats Music Therapy in
the Context of AI Music Generation.- Generated Therapeutic Music Based on the
ISO Principle.- Multimodality in Music.- Utilizing Quantum Particle Swarm
Optimization for Multimodal Fusion of Gestures and Facial Expressions in
Ensemble Conducting for Emotional Recognition.- Guqin Jianzi Notation
Transcription Based on Language Model.- Music Generation.- Towards the
Implementation of an Automatic Composition System for Popular
Songs.- CoCoFormer: A Controllable Feature-rich Polyphonic Music Generation
Method.- C2-MAGIC: Chord-Controllable Multi-track Accompaniment Generation
with Interpretability and Creativity.- HRPE: Hierarchical Relative Positional
Encoding for Transformer-based Structured Symbolic Music Generation.- Chinese
Chorales Dataset: A High-Quality Music Dataset for Score Generation.
