Spencer Russell

Upmixing Via Style Transfer: A Variational Autoencoder for Disentangling Spatial Images And Musical Content

In the stereo-to-multichannel upmixing problem for music, one of the main tasks is to set the directionality of the instrument sources in the multichannel rendering results. In this paper, we propose a modified variational autoencoder model that learns a latent space to describe the spatial images i…