2 papers
cs.MM2023
Are Words Enough? On the semantic conditioning of affective music generation
Jorge Forero, Gilberto Bernardes, Mónica Mendes
Music has been commonly recognized as a means of expressing emotions. In this sense, an intense debate emerges from the need to verbalize musical emotions. This concern seems highl…
cs.SD2023
Exploring Latent Spaces of Tonal Music using Variational Autoencoders
Nádia Carvalho, Gilberto Bernardes
Variational Autoencoders (VAEs) have proven to be effective models for producing latent representations of cognitive and semantic value. We assess the degree to which VAEs trained…