Speech analysis by estimating perceptually relevant pole locations

Venkatraman Atti; Andreas Spanias

doi:10.1109/ICASSP.2005.1415089

Speech analysis by estimating perceptually relevant pole locations

Venkatraman Atti, Andreas Spanias

Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Scopus citations

Abstract

An approach for estimating the perceptually-relevant pole locations is described. This "perceptual poles" are determined by using an auditory excitation pattern-matching method. The estimated perceptual poles are then used to construct a perceptually-motivated all-pole (PMAP) filter for use in speech analysis/synthesis. The proposed PMAP approach is compared against some of the existing perceptually-based linear prediction (LP) methods, i.e., the perceptual LP and the Warped LP. The PMAP approach compares well against the perceptual LP and the warped LP in terms of speech reconstruction quality and estimation of the formant frequencies.

Original language	English (US)
Title of host publication	2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	I217-I220
ISBN (Print)	0780388747, 9780780388741
DOIs	https://doi.org/10.1109/ICASSP.2005.1415089
State	Published - Jan 1 2005
Event	2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Philadelphia, PA, United States Duration: Mar 18 2005 → Mar 23 2005

Publication series

Name	ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Volume	I
ISSN (Print)	1520-6149

Other

Other	2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05
Country/Territory	United States
City	Philadelphia, PA
Period	3/18/05 → 3/23/05

ASJC Scopus subject areas

Software
Signal Processing
Electrical and Electronic Engineering

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10.1109/ICASSP.2005.1415089

Cite this

Atti, V., & Spanias, A. (2005). Speech analysis by estimating perceptually relevant pole locations. In 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing (pp. I217-I220). Article 1415089 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. I). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICASSP.2005.1415089

Speech analysis by estimating perceptually relevant pole locations. / Atti, Venkatraman; Spanias, Andreas.
2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. Institute of Electrical and Electronics Engineers Inc., 2005. p. I217-I220 1415089 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. I).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Atti, V & Spanias, A 2005, Speech analysis by estimating perceptually relevant pole locations. in 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing., 1415089, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, vol. I, Institute of Electrical and Electronics Engineers Inc., pp. I217-I220, 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05, Philadelphia, PA, United States, 3/18/05. https://doi.org/10.1109/ICASSP.2005.1415089

Atti V, Spanias A. Speech analysis by estimating perceptually relevant pole locations. In 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. Institute of Electrical and Electronics Engineers Inc. 2005. p. I217-I220. 1415089. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). doi: 10.1109/ICASSP.2005.1415089

Atti, Venkatraman ; Spanias, Andreas. / Speech analysis by estimating perceptually relevant pole locations. 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. Institute of Electrical and Electronics Engineers Inc., 2005. pp. I217-I220 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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Speech analysis by estimating perceptually relevant pole locations

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