Towards balanced tunes: A review of symbolic music representations and their hierarchical modeling. - Nádia Carvalho; Gilberto Bernardes (ICCC, 2020)

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 (DLfM, 2021)

SyVMO: Synchronous Variable Markov Oracle for Modeling and Predicting Multi-part Musical Structures. - Nádia Carvalho; Gilberto Bernardes (EvoMUSART, 2021)

Computational Similarity of Portuguese Folk Melodies Using Hierarchical Reduction. - Nádia Carvalho; Daniel Diogo; Gilberto Bernardes (DLfM, 2023)

Exploring Latent Spaces of Tonal Music using Variational Autoencoders. - Nádia Carvalho; Gilberto Bernardes (CoRR, 2023)

Modal Pitch Space: A Computational Model of Melodic Pitch Attraction in Folk Music. - Gilberto Bernardes; Nádia Carvalho (MCM, 2024)

Fourier (Common-Tone) Phase Spaces are in Tune with Variational Autoencoders' Latent Space. - Nádia Carvalho; Gilberto Bernardes (MCM, 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 (MCM, 2024)