Pons Puig, Jordi; Serrà Julià, Joan; Serra, Xavier
(Institute of Electrical and Electronics Engineers (IEEE), 2019)
We investigate supervised learning strategies that improve the training of neural network audio classifiers on small annotated collections. In particular, we study whether (i) a naive regularization of the solution space, ...