Nádia Carvalho

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Music Composition

Supervised Machine Learning

Music Information Retrieval

Top Venues

Publications

Gilberto Bernardes, Nádia Carvalho
Modal Pitch Space: A Computational Model of Melodic Pitch Attraction in Folk Music. MCM (2024)
Juan José Navarro-Cáceres, Nádia Carvalho, Gilberto Bernardes, Diego M. Jiménez-Bravo, María Navarro-Cáceres
Exploring Mode Identification in Irish Folk Music with Unsupervised Machine Learning and Template-Based Techniques. MCM (2024)
Nádia Carvalho, Gilberto Bernardes
Fourier (Common-Tone) Phase Spaces are in Tune with Variational Autoencoders' Latent Space. MCM (2024)
Nádia Carvalho, Daniel Diogo, Gilberto Bernardes
Computational Similarity of Portuguese Folk Melodies Using Hierarchical Reduction. DLfM (2023)
Nádia Carvalho, Gilberto Bernardes
Exploring Latent Spaces of Tonal Music using Variational Autoencoders. CoRR (2023)
Nádia Carvalho, Gilberto Bernardes
SyVMO: Synchronous Variable Markov Oracle for Modeling and Predicting Multi-part Musical Structures. EvoMUSART (2021)
Nádia Carvalho, Sara Gonzalez-Gutierrez, Javier Merchán Sánchez-Jara, Gilberto Bernardes, María Navarro-Cáceres
Encoding, Analysing and Modeling I-Folk: A New Database of Iberian Folk Music. DLfM (2021)
Nádia Carvalho, Gilberto Bernardes
Towards balanced tunes: A review of symbolic music representations and their hierarchical modeling. ICCC (2020)