This book constitutes the refereed proceedings and revised selected papers from the 15th International Symposium on Music in the AI Era, CMMR 2021, which took place during November 15–19, 2021 as a virtual event.
The 24 full papers included in this book were carefully reviewed and selected from 48 submissions. The papers are grouped in thematical sessions on Music technology in the IA era; Interactive systems for music; Music Information Retrieval and Modeling; and Music and Performance Analysis.
Music technology in the IA era.- KANSEI Informatics and Music Technology
in AI Era.- On Parallelism in Music and Language: A Perspective from
Symbol Emergence Systems based on Probabilistic Generative
Models.- WaVAEtable Synthesis.- Deep Learning-based Music Instrument
Recognition: Exploring Learned Feature Representations.- Time-span Tree
Leveled by Duration of Time-span.- Evaluating AI as an Assisting Tool to
Create Electronic Dance Music.- Interactive systems for music.- Suiview: A
Web-based Application that Enables Users to Practice Wind Instrument
Performance.- Continuous Parameter Control Using an On/Off Sensor in
the Augmented Handheld Triangle.- Networked and Collaborative Musical Play
Amongst Humans and Virtual Biological Agents in Locus Diffuse.- Towards an
Aesthetic of Hybrid Performance Practice.- Development of Audio Descriptors
Inspired by Schaefferian Criteria: a Set of Tools for Interactive Exploration
of Percussive Sounds.- A Polytemporal Model for Musical
Scheduling.- Interaction Strategies in Composition for Karlax and Acoustic
Instruments.- Music Information Retrieval and Modeling.- Modelling Moral
Traits with Music Listening Preferences and Demographics.- Classification of
1950 to 1960 Electronic Music Using the VGGish Neural Network and Random
Forest.- Knowledge Transfer from Neural Networks for Speech Music
Classification.- Predominant Instrument Recognition in Polyphonic Music
Using Convolutional Recurrent Neural Networks.- The Matrix Profile for Motif
Discovery in Audio - An Example Application in Carnatic Music.- A Rule-based
Method for Implementing Implication-Realization Model.- Music and Performance
Analysis.- CROCUS: Dataset of Critique Documents of Musical Performance.- A
Psychoacoustic-Based Methodology for Sound Mass Music Analysis.- Musical
Structure Analysis and Generation through Abstraction Trees.- Analysis of
Musical Dynamics in Vocal Performances.- With Love: Electroacoustic,
Audiovisual, and Telematic Music.
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