Nádia Carvalho

According to our database, Nádia Carvalho authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Exploring Mode Identification in Irish Folk Music with Unsupervised Machine Learning and Template-Based Techniques.

Juan José Navarro-Cáceres, Nádia Carvalho, Gilberto Bernardes, Diego M. Jiménez-Bravo, María Navarro-Cáceres

Proceedings of the Mathematics and Computation in Music - 9th International Conference, 2024

Fourier (Common-Tone) Phase Spaces are in Tune with Variational Autoencoders' Latent Space.

Nádia Carvalho, Gilberto Bernardes

Proceedings of the Mathematics and Computation in Music - 9th International Conference, 2024

Modal Pitch Space: A Computational Model of Melodic Pitch Attraction in Folk Music.

Gilberto Bernardes, Nádia Carvalho

Proceedings of the Mathematics and Computation in Music - 9th International Conference, 2024

2023

Computational Similarity of Portuguese Folk Melodies Using Hierarchical Reduction.

Nádia Carvalho, Daniel Diogo, Gilberto Bernardes

Proceedings of the 10th International Conference on Digital Libraries for Musicology, 2023

Exploring Latent Spaces of Tonal Music using Variational Autoencoders.

Nádia Carvalho, Gilberto Bernardes

Proceedings of the 4th AI Music Creativity Conference (AIMC 2023), Sussex, UK, August 31, 2023

2021

SyVMO: Synchronous Variable Markov Oracle for Modeling and Predicting Multi-part Musical Structures.

Nádia Carvalho, Gilberto Bernardes

Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2021

Encoding, Analysing and Modeling I-Folk: A New Database of Iberian Folk Music.

Nádia Carvalho, Sara Gonzalez-Gutierrez, Javier Merchán Sánchez-Jara, Gilberto Bernardes, María Navarro-Cáceres

Proceedings of the DLfM '21: 8th International Conference on Digital Libraries for Musicology, 2021

2020

Towards balanced tunes: A review of symbolic music representations and their hierarchical modeling.

Nádia Carvalho, Gilberto Bernardes

Proceedings of the Eleventh International Conference on Computational Creativity, 2020