| 2021 | "A Good Algorithm Does Not Steal - It Imitates": The Originality Report as a Means of Measuring When a Music Generation Algorithm Copies Too Much. Zongyu Yin, Federico Reuben, Susan Stepney, Tom Collins |
| 2021 | "What Is Human?" A Turing Test for Artistic Creativity. Antonio Daniele, Caroline Di Bernardi Luft, Nick Bryan-Kinns |
| 2021 | A Fusion of Deep and Shallow Learning to Predict Genres Based on Instrument and Timbre Features. Igor Vatolkin, Benedikt Adrian, Jurij Kuzmic |
| 2021 | A Multi-objective Evolutionary Approach to Identify Relevant Audio Features for Music Segmentation. Igor Vatolkin, Marcel Koch, Meinard Müller |
| 2021 | A Swarm Grammar-Based Approach to Virtual World Generation. Yasin Raies, Sebastian von Mammen |
| 2021 | Aesthetic Evaluation of Cellular Automata Configurations Using Spatial Complexity and Kolmogorov Complexity. Mohammad Ali Javaheri Javid |
| 2021 | An Application for Evolutionary Music Composition Using Autoencoders. Robert Neil McArthur, Charles Patrick Martin |
| 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 Juan Romero, Tiago Martins, Nereida Rodríguez-Fernández |
| 2021 | Auralization of Three-Dimensional Cellular Automata. Yuta Kariyado, Camilo Arévalo, Julián Villegas |
| 2021 | Axial Generation: A Concretism-Inspired Method for Synthesizing Highly Varied Artworks. Edward Easton, Anikó Ekárt, Ulysses Bernardet |
| 2021 | 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, Jonathan K. Kummerfeld, Anil Çamci, Rada Mihalcea |
| 2021 | Co-creative Drawing with One-Shot Generative Models. Sabine Wieluch, Friedhelm Schwenker |
| 2021 | Convolutional Generative Adversarial Network, via Transfer Learning, for Traditional Scottish Music Generation. Francesco Marchetti, Callum Wilson, Cheyenne Powell, Edmondo A. Minisci, Annalisa Riccardi |
| 2021 | Creating a Digital Mirror of Creative Practice. Colin G. Johnson |
| 2021 | Dissecting Neural Networks Filter Responses for Artistic Style Transfer. Florian Uhde, Sanaz Mostaghim |
| 2021 | Evolving Image Enhancement Pipelines. João Correia, Leonardo Vieira, Nereida Rodriguez-Fernandez, Juan Romero, Penousal Machado |
| 2021 | Evolving Neural Style Transfer Blends. Simon Colton |
| 2021 | Exploring the Effect of Sampling Strategy on Movement Generation with Generative Neural Networks. Benedikte Wallace, Charles P. Martin, Jim Tørresen, Kristian Nymoen |
| 2021 | From Music to Image a Computational Creativity Approach. Luís Aleixo, H. Sofia Pinto, Nuno Correia |
| 2021 | Genre Recognition from Symbolic Music with CNNs. Edmund Dervakos, Natalia Kotsani, Giorgos Stamou |
| 2021 | Identification of Pure Painting Pigment Using Machine Learning Algorithms. Ailin Chen, Rui Jesus, Márcia Vilarigues |
| 2021 | Incremental Evolution of Stylized Images. Florian Uhde |
| 2021 | Interactive, Efficient and Creative Image Generation Using Compositional Pattern-Producing Networks. Erlend Gjesteland Ekern, Björn Gambäck |
| 2021 | Mixed-Initiative Level Design with RL Brush. Omar Delarosa, Hang Dong, Mindy Ruan, Ahmed Khalifa, Julian Togelius |
| 2021 | Network Bending: Expressive Manipulation of Deep Generative Models. Terence Broad, Frederic Fol Leymarie, Mick Grierson |
| 2021 | Parameter Tuning for Wavelet-Based Sound Event Detection Using Neural Networks. Pallav Raval, J. Jabez Christopher |
| 2021 | Raga Recognition in Indian Classical Music Using Deep Learning. Devansh P. Shah, Nikhil M. Jagtap, Prathmesh T. Talekar, Kiran Gawande |
| 2021 | Sculpture Inspired Musical Composition - One Possible Approach. Francisco Braga, Helena Sofia Pinto |
| 2021 | SerumRNN: Step by Step Audio VST Effect Programming. Christopher Mitcheltree, Hideki Koike |
| 2021 | SyVMO: Synchronous Variable Markov Oracle for Modeling and Predicting Multi-part Musical Structures. Nádia Carvalho, Gilberto Bernardes |
| 2021 | The Enigma of Complexity. Jon McCormack, Camilo Cruz Gambardella, Andy Lomas |
| 2021 | The Simulated Emergence of Chord Function. Yui Uehara, Satoshi Tojo |