Basic Filters for Convolutional Neural Networks Applied to Music: Training or Design?

Monika Doerfler, Thomas Grill, Roswitha Bammer +1

When convolutional neural networks are used to tackle learning problems based on music or, more generally, time series data, raw one-dimensional data are commonly pre-processed to…