Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation

Emad M. Grais, Hagen Wierstorf, Dominic Ward +1

In deep neural networks with convolutional layers, each layer typically has fixed-size/single-resolution receptive field (RF). Convolutional layers with a large RF capture global i…