16 citations · 41 across the 17 of their papers we have counts for
3 papers · 1 filter
MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer
Gino Brunner, Andres Konrad, Yuyi Wang +1
We introduce MIDI-VAE, a neural network model based on Variational Autoencoders that is capable of handling polyphonic music with multiple instrument tracks, as well as modeling th…
Symbolic Music Genre Transfer with CycleGAN
Gino Brunner, Yuyi Wang, Roger Wattenhofer +1
Deep generative models such as Variational Autoencoders (VAEs) and Generative Adversarial Networks (GANs) have recently been applied to style and domain transfer for images, and in…
JamBot: Music Theory Aware Chord Based Generation of Polyphonic Music with LSTMs
Gino Brunner, Yuyi Wang, Roger Wattenhofer +1
We propose a novel approach for the generation of polyphonic music based on LSTMs. We generate music in two steps. First, a chord LSTM predicts a chord progression based on a chord…