18 citations · 82 across the 26 of their papers we have counts for
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cs.SD2021
Calliope -- A Polyphonic Music Transformer
Andrea Valenti, Stefano Berti, Davide Bacciu
The polyphonic nature of music makes the application of deep learning to music modelling a challenging task. On the other hand, the Transformer architecture seems to be a good fit…
cs.SD2020★ 8 cited
Learning Style-Aware Symbolic Music Representations by Adversarial Autoencoders
Andrea Valenti, Antonio Carta, Davide Bacciu
We address the challenging open problem of learning an effective latent space for symbolic music data in generative music modeling. We focus on leveraging adversarial regularizatio…