Instabilities in Convnets for Raw Audio

Daniel Haider, Vincent Lostanlen, Martin Ehler +1

What makes waveform-based deep learning so hard? Despite numerous attempts at training convolutional neural networks (convnets) for filterbank design, they often fail to outperform…