Exploiting redundancy to construct listening systems

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

This report highlighted some of the intricate relationships between the statistics of natural sounds and auditory processing. We have argued that many of the common steps that we often take to perform computational audition can be seen as processes driven by the nature of sound, and not so as steps inspired by human physiology or engineering. We have shown how different aspects of hearing can be explained using a simple and common rule exploiting the statistical structure of sound. Although the methods we employed are very simple, the results are just as promising as using any other more complex approach. We hope that the simplicity and the elegance of this approach will inspire further work along these lines, and give rise to more investigations in the field of computationally evolving audition.

Original languageEnglish (US)
Title of host publicationSpeech Separation by Humans and Machines
PublisherSpringer US
Pages83-95
Number of pages13
ISBN (Print)1402080018, 9781402080012
DOIs
StatePublished - Dec 1 2005
Externally publishedYes

ASJC Scopus subject areas

  • Engineering(all)

Fingerprint Dive into the research topics of 'Exploiting redundancy to construct listening systems'. Together they form a unique fingerprint.

  • Cite this

    Smaragdis, P. (2005). Exploiting redundancy to construct listening systems. In Speech Separation by Humans and Machines (pp. 83-95). Springer US. https://doi.org/10.1007/0-387-22794-6_7