Publications

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2025

5.

Macaya, Agustín; Parra, Denis; Cádiz, Rodrigo F.

Unsupervised generative chord representation learning and its effect on novelty-creativity and fidelity-standards Proceedings

Proceedings of the Conference on AI Music Creativity, 2025.

BibTeX | Tags: Artificial Intelligence, Computational Creativity, Deep Learning, Generative models

4.

Saldías, Benjamin; Cádiz, Rodrigo F.; Mendoza, Marcelo; Parra, Denis

Generative Variational Autoenconder model of musical scales based on Slominsky's thesaurus Proceedings

Proceedings of the Conference on AI Music Creativity, 2025.

BibTeX | Tags: Artificial Intelligence, Computational Creativity, Deep Learning, Generative models

2023

3.

Araneda-Hernandez, Mauricio; Bravo-Marquez, Felipe; Parra, Denis; Cádiz, Rodrigo F

MUSIB: musical score inpainting benchmark Journal Article

In: EURASIP Journal on Audio, Speech, and Music Processing, vol. 2023, no. 19, 2023, (WoS, Scopus).

Links | BibTeX | Tags: Artificial Intelligence, Deep Learning, Generative models

2021

2.

Cádiz, Rodrigo F; Macaya, Agustín; Cartagena, Manuel; Parra, Denis

Creativity in generative musical networks: evidence from two case studies Journal Article

In: Frontiers in Robotics and AI, vol. 8, pp. 680586, 2021.

Links | BibTeX | Tags: Artificial Intelligence, Computational Creativity, Deep Learning, Generative models

2020

1.

Macaya, Agustín; Cádiz, Rodrigo F; Cartagena, Manuel; Parra, Denis

Latent Chords: Generative Piano Chord Synthesis with Variational Autoencoders. Proceedings Article

In: IUI 2020 Workshop on Human-AI Co-Creation with Generative Models, HAI-GEN, 2020.

Links | BibTeX | Tags: Artificial Intelligence, Computational Creativity, Deep Learning, Sound Synthesis