Title
Echoic log-surprise: A multi-scale scheme for acoustic saliency detection.
Abstract
•A new model to compute acoustic saliency based on Bayesian log-surprise is proposed.•Our model implements a multi-scale scheme, inspired by Acoustic Sensory Memory.•We validated our proposal using Acoustic Event Detection datasets.•Performance compared favorably against state-of-the-art saliency algorithms.
Year
DOI
Venue
2018
10.1016/j.eswa.2018.07.018
Expert Systems with Applications
Keywords
Field
DocType
Acoustic saliency,Echoic memory,Multi-scale,Statistical divergence,Jensen–Shannon,Acoustic Event Detection
Sensory cue,Bhattacharyya distance,Pattern recognition,Computer science,Salience (neuroscience),Voice activity detection,Echoic memory,Expert system,Computational model,Artificial intelligence,Sensory memory,Machine learning
Journal
Volume
ISSN
Citations 
114
0957-4174
0
PageRank 
References 
Authors
0.34
25
3
Name
Order
Citations
PageRank
Antonio Rodriguez-Hidalgo100.34
Carmen Peláez-moreno213022.07
j maciasguarasa39219.30