Improving Deep Learning Sound Events Classifiers using Gram Matrix Feature-wise Correlations

Antonio Joia Neto, Andre G C Pacheco, Diogo C Luvizon

In this paper, we propose a new Sound Event Classification (SEC) method which is inspired in recent works for out-of-distribution detection. In our method, we analyse all the activ…