Autoencoders for music sound modeling: a comparison of linear, shallow, deep, recurrent and variational models

Fanny Roche, Thomas Hueber, Samuel Limier +1

This study investigates the use of non-linear unsupervised dimensionality reduction techniques to compress a music dataset into a low-dimensional representation which can be used i…