Open Access

Joint Acoustic and Modulation Frequency

EURASIP Journal on Advances in Signal Processing20032003:310290

https://doi.org/10.1155/S1110865703305013

Received: 30 August 2002

Published: 18 June 2003

Abstract

There is a considerable evidence that our perception of sound uses important features which is related to underlying signal modulations. This topic has been studied extensively via perceptual experiments, yet there are few, if any, well-developed signal processing methods which capitalize on or model these effects. We begin by summarizing evidence of the importance of modulation representations from psychophysical, physiological, and other sources. The concept of a two-dimensional joint acoustic and modulation frequency representation is proposed. A simple single sinusoidal amplitude modulator of a sinusoidal carrier is then used to illustrate properties of an unconstrained and ideal joint representation. Added constraints are required to remove or reduce undesired interference terms and to provide invertibility. It is then noted that the constraints would also apply to more general and complex cases of broader modulation and carriers. Applications in single-channel speaker separation and in audio coding are used to illustrate the applicability of this joint representation. Other applications in signal analysis and filtering are suggested.

Keywords

Digital signal processing acoustics audition talker separation modulation spectrum

Authors’ Affiliations

(1)
Department of Electrical Engineering
(2)
Department of Electrical and Computer Engineering and Center for Auditory and Acoustic Research, Institute for Systems Research, University of Maryland

Copyright

© Copyright © 2003 Hindawi Publishing Corporation 2003