1.4k citations · 1.7k across the 26 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.SD2016★ 1.4k cited
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification
Justin Salamon, Juan Pablo Bello
The ability of deep convolutional neural networks (CNN) to learn discriminative spectro-temporal patterns makes them well suited to environmental sound classification. However, the…
cs.SD2016★ 1 cited
The Implementation of Low-cost Urban Acoustic Monitoring Devices
Charlie Mydlarz, Justin Salamon, Juan Pablo Bello
The urban sound environment of New York City (NYC) can be, amongst other things: loud, intrusive, exciting and dynamic. As indicated by the large majority of noise complaints regis…
cs.SD2016★ 1 cited
Robust Downbeat Tracking Using an Ensemble of Convolutional Networks
S. Durand, J. P. Bello, B. David +1
In this paper, we present a novel state of the art system for automatic downbeat tracking from music signals. The audio signal is first segmented in frames which are synchronized a…