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  • Conference proceedings
  • © 2021

Artificial Intelligence in Music, Sound, Art and Design

10th International Conference, EvoMUSART 2021, Held as Part of EvoStar 2021, Virtual Event, April 7–9, 2021, Proceedings

Conference proceedings info: EvoMUSART 2021.

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Table of contents (31 papers)

  1. Front Matter

    Pages i-xiii
  2. Long Talks

    1. Front Matter

      Pages 1-1
    2. Sculpture Inspired Musical Composition

      • Francisco Braga, H. Sofia Pinto
      Pages 3-19
    3. Network Bending: Expressive Manipulation of Deep Generative Models

      • Terence Broad, Frederic Fol Leymarie, Mick Grierson
      Pages 20-36
    4. Identification of Pure Painting Pigment Using Machine Learning Algorithms

      • Ailin Chen, Rui Jesus, Márcia Vilarigues
      Pages 52-64
    5. Evolving Neural Style Transfer Blends

      • Simon Colton
      Pages 65-81
    6. Evolving Image Enhancement Pipelines

      • João Correia, Leonardo Vieira, Nereida Rodriguez-Fernandez, Juan Romero, Penousal Machado
      Pages 82-97
    7. Genre Recognition from Symbolic Music with CNNs

      • Edmund Dervakos, Natalia Kotsani, Giorgos Stamou
      Pages 98-114
    8. Axial Generation: A Concretism-Inspired Method for Synthesizing Highly Varied Artworks

      • Edward Easton, Anikó Ekárt, Ulysses Bernardet
      Pages 115-130
    9. Auralization of Three-Dimensional Cellular Automata

      • Yuta Kariyado, Camilo Arevalo, Julián Villegas
      Pages 161-170
    10. Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction

      • Allison Lahnala, Gauri Kambhatla, Jiajun Peng, Matthew Whitehead, Gillian Minnehan, Eric Guldan et al.
      Pages 171-186
    11. Convolutional Generative Adversarial Network, via Transfer Learning, for Traditional Scottish Music Generation

      • Francesco Marchetti, Callum Wilson, Cheyenne Powell, Edmondo Minisci, Annalisa Riccardi
      Pages 187-202
    12. The Enigma of Complexity

      • Jon McCormack, Camilo Cruz Gambardella, Andy Lomas
      Pages 203-217
    13. SerumRNN: Step by Step Audio VST Effect Programming

      • Christopher Mitcheltree, Hideki Koike
      Pages 218-234
    14. Raga Recognition in Indian Classical Music Using Deep Learning

      • Devansh P. Shah, Nikhil M. Jagtap, Prathmesh T. Talekar, Kiran Gawande
      Pages 248-263
    15. The Simulated Emergence of Chord Function

      • Yui Uehara, Satoshi Tojo
      Pages 264-280

Other Volumes

  1. Artificial Intelligence in Music, Sound, Art and Design

About this book

This book constitutes the refereed proceedings of the 10th European Conference on Artificial Intelligence in Music, Sound, Art and Design, EvoMUSART 2021, held as part of Evo* 2021, as Virtual Event, in April 2021, co-located with the Evo* 2021 events, EvoCOP, EvoApplications, and EuroGP. 
The 24 revised full papers and 7 short papers presented in this book were carefully reviewed and selected from 66 submissions. They cover a wide range of topics and application areas, including generative approaches to music and visual art, deep learning, and architecture.

Editors and Affiliations

  • University of A Coruña, A Coruña, Spain

    Juan Romero, Nereida Rodríguez-Fernández

  • University of Coimbra, Coimbra, Portugal

    Tiago Martins

Bibliographic Information

Buy it now

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 99.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access