Deep Within-Class Covariance Analysis for Robust Audio Representation Learning

Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer

Convolutional Neural Networks (CNNs) can learn effective features, though have been shown to suffer from a performance drop when the distribution of the data changes from training…