The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification
The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification
Convolutional Neural Networks (CNNs) have had great success in many machine vision as well as machine audition tasks. Many image recognition network architectures have consequently been adapted for audio processing tasks. However, despite some successes, the performance of many of these did not translate from the image to the audio …