Browsing by Author "Cemgil, Ali Taylan"

Now showing items 1-1 of 1

Audio source separation using variational autoencoders and weak class supervision

Karamatlı, Ertuğ; Cemgil, Ali Taylan; Kırbız, Serap (Institute of Electrical and Electronics Engineers (IEEE), 2019)

In this letter, we propose a source separation method that is trained by observing the mixtures and the class labels of the sources present in the mixture without any access to isolated sources. Since our method does not ...