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ORCID9th EvoMUSART 2021: Virtual Event
- Juan Romero
, Tiago Martins, Nereida Rodríguez-Fernández:
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. Lecture Notes in Computer Science 12693, Springer 2021, ISBN 978-3-030-72913-4
Long Talks
- Francisco Braga, Helena Sofia Pinto:
Sculpture Inspired Musical Composition - One Possible Approach. 3-19 - Terence Broad, Frederic Fol Leymarie, Mick Grierson:
Network Bending: Expressive Manipulation of Deep Generative Models. 20-36 - Nádia Carvalho, Gilberto Bernardes:
SyVMO: Synchronous Variable Markov Oracle for Modeling and Predicting Multi-part Musical Structures. 37-51 - Ailin Chen, Rui Jesus, Márcia Vilarigues:
Identification of Pure Painting Pigment Using Machine Learning Algorithms. 52-64 - Simon Colton:
Evolving Neural Style Transfer Blends. 65-81 - João Correia, Leonardo Vieira, Nereida Rodriguez-Fernandez, Juan Romero, Penousal Machado:
Evolving Image Enhancement Pipelines. 82-97 - Edmund Dervakos, Natalia Kotsani, Giorgos Stamou:
Genre Recognition from Symbolic Music with CNNs. 98-114 - Edward Easton, Anikó Ekárt, Ulysses Bernardet:
Axial Generation: A Concretism-Inspired Method for Synthesizing Highly Varied Artworks. 115-130 - Erlend Gjesteland Ekern, Björn Gambäck:
Interactive, Efficient and Creative Image Generation Using Compositional Pattern-Producing Networks. 131-146 - Mohammad Ali Javaheri Javid:
Aesthetic Evaluation of Cellular Automata Configurations Using Spatial Complexity and Kolmogorov Complexity. 147-160 - Yuta Kariyado, Camilo Arévalo, Julián Villegas:
Auralization of Three-Dimensional Cellular Automata. 161-170 - Allison Lahnala, Gauri Kambhatla, Jiajun Peng, Matthew Whitehead, Gillian Minnehan, Eric Guldan, Jonathan K. Kummerfeld, Anil Çamci, Rada Mihalcea:
Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction. 171-186 - Francesco Marchetti, Callum Wilson, Cheyenne Powell, Edmondo A. Minisci, Annalisa Riccardi:
Convolutional Generative Adversarial Network, via Transfer Learning, for Traditional Scottish Music Generation. 187-202 - Jon McCormack, Camilo Cruz Gambardella, Andy Lomas:
The Enigma of Complexity. 203-217 - Christopher Mitcheltree, Hideki Koike:
SerumRNN: Step by Step Audio VST Effect Programming. 218-234 - Pallav Raval, J. Jabez Christopher:
Parameter Tuning for Wavelet-Based Sound Event Detection Using Neural Networks. 235-247 - Devansh P. Shah, Nikhil M. Jagtap, Prathmesh T. Talekar, Kiran Gawande:
Raga Recognition in Indian Classical Music Using Deep Learning. 248-263 - Yui Uehara, Satoshi Tojo:
The Simulated Emergence of Chord Function. 264-280 - Florian Uhde:
Incremental Evolution of Stylized Images. 281-296 - Florian Uhde, Sanaz Mostaghim:
Dissecting Neural Networks Filter Responses for Artistic Style Transfer. 297-312 - Igor Vatolkin, Benedikt Adrian, Jurij Kuzmic:
A Fusion of Deep and Shallow Learning to Predict Genres Based on Instrument and Timbre Features. 313-326 - Igor Vatolkin, Marcel Koch, Meinard Müller:
A Multi-objective Evolutionary Approach to Identify Relevant Audio Features for Music Segmentation. 327-343 - Benedikte Wallace, Charles P. Martin, Jim Tørresen, Kristian Nymoen:
Exploring the Effect of Sampling Strategy on Movement Generation with Generative Neural Networks. 344-359 - Zongyu Yin, Federico Reuben, Susan Stepney, Tom Collins:
"A Good Algorithm Does Not Steal - It Imitates": The Originality Report as a Means of Measuring When a Music Generation Algorithm Copies Too Much. 360-375
Short Talks
- Luís Aleixo, H. Sofia Pinto, Nuno Correia:
From Music to Image a Computational Creativity Approach. 379-395 - Antonio Daniele, Caroline Di Bernardi Luft, Nick Bryan-Kinns:
"What Is Human?" A Turing Test for Artistic Creativity. 396-411 - Omar Delarosa, Hang Dong, Mindy Ruan, Ahmed Khalifa, Julian Togelius:
Mixed-Initiative Level Design with RL Brush. 412-426 - Colin G. Johnson:
Creating a Digital Mirror of Creative Practice. 427-442 - Robert Neil McArthur, Charles Patrick Martin:
An Application for Evolutionary Music Composition Using Autoencoders. 443-458 - Yasin Raies, Sebastian von Mammen:
A Swarm Grammar-Based Approach to Virtual World Generation. 459-474 - Sabine Wieluch, Friedhelm Schwenker:
Co-creative Drawing with One-Shot Generative Models. 475-489
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