Ronald M. Aarts

Clustering of acoustic environments with variational autoencoders

Abstract Traditional acoustic environment classification relies on (i) classical signal processing algorithms, which are unable to extract meaningful representations of high-dimensional data; or on (ii) supervised learning, limited by the availability of labels. Knowing that huma...