Julien Ricard

Fast Chirplet Transform to Enhance CNN Machine Listening - Validation on Animal calls and Speech

The scattering framework offers an optimal hierarchical convolutional decomposition according to its kernels. Convolutional Neural Net (CNN) can be seen asan optimal kernel decomposition, nevertheless it requires large amount of trainingdata to learn its kernels. We propose a trade-off between the…