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Music Intelligence [electronic resource] : Second Summit, SOMI 2023, Beijing, China, October 28-30, 2023, Revised Selected Papers / edited by Xiaobing Li, Xiaohong Guan, Yun Tie, Xinran Zhang, Qingwen Zhou.

Contributor(s): Li, Xiaobing [editor.] | Guan, Xiaohong [editor.] | Tie, Yun [editor.] | Zhang, Xinran [editor.] | Zhou, Qingwen [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Communications in Computer and Information Science: 2007Publisher: Singapore : Springer Nature Singapore : Imprint: Springer, 2024Edition: 1st ed. 2024.Description: XII, 147 p. 54 illus., 40 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9789819705764.Subject(s): Artificial intelligence | Artificial IntelligenceAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
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.
In: Springer Nature eBookSummary: 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.
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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.

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.

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