21 citations · 28 across the 2 of their papers we have counts for
3 papers
Learning to Generate Music with BachProp
Florian Colombo, Johanni Brea, Wulfram Gerstner
As deep learning advances, algorithms of music composition increase in performance. However, most of the successful models are designed for specific musical structures. Here, we pr…
BachProp: Learning to Compose Music in Multiple Styles
Florian Colombo, Wulfram Gerstner
Hand in hand with deep learning advancements, algorithms of music composition increase in performance. However, most of the successful models are designed for specific musical stru…
Algorithmic Composition of Melodies with Deep Recurrent Neural Networks
Florian Colombo, Samuel P. Muscinelli, Alexander Seeholzer +2
A big challenge in algorithmic composition is to devise a model that is both easily trainable and able to reproduce the long-range temporal dependencies typical of music. Here we i…