Experimental Comparison of Signal Subspace Based Noise Reduction Methods

Peter Søren Kirk Hansen; Per Christian Hansen; Steffen Duus Hansen; John Aasted Sørensen

doi:10.1109/ICASSP.1999.758072

Experimental Comparison of Signal Subspace Based Noise Reduction Methods

Peter Søren Kirk Hansen
, Per Christian Hansen
, Steffen Duus Hansen
, John Aasted Sørensen

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

722 Downloads (Orbit)

Abstract

The signal subspace approach for non-parametric speech enhancement is considered. Several algorithms have been proposed in the literature but only partly analyzed. Here, the different algorithms are compared, and the emphasis is put onto the limiting factors and practical behavior of the estimators. Experimental results show that the signal subspace approach may lead to a significant enhancement of the signal to noise ratio of the output signal.

Original language	English
Title of host publication	Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing
Volume	1
Publication date	1999
Pages	101-104
ISBN (Print)	0-7803-5041-3
DOIs	https://doi.org/10.1109/ICASSP.1999.758072
Publication status	Published - 1999
Event	1999 IEEE International Conference on Acoustics, Speech, and Signal Processing - Phoenix, United States Duration: 15 Mar 1999 → 19 Mar 1999 Conference number: 24 http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6110

Conference

Conference	1999 IEEE International Conference on Acoustics, Speech, and Signal Processing
Number	24
Country/Territory	United States
City	Phoenix
Period	15/03/1999 → 19/03/1999
Internet address	http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6110

Bibliographical note

Copyright: 2000 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE

Access to Document

10.1109/ICASSP.1999.758072

HansenFinal published version, 380 KB

OpenUrl availability

Check availability in DTU Findit

Cite this

@inproceedings{ce72c96e3437445dbb451955b6ebc06a,

title = "Experimental Comparison of Signal Subspace Based Noise Reduction Methods",

abstract = "The signal subspace approach for non-parametric speech enhancement is considered. Several algorithms have been proposed in the literature but only partly analyzed. Here, the different algorithms are compared, and the emphasis is put onto the limiting factors and practical behavior of the estimators. Experimental results show that the signal subspace approach may lead to a significant enhancement of the signal to noise ratio of the output signal.",

author = "Hansen, \{Peter S{\o}ren Kirk\} and Hansen, \{Per Christian\} and Hansen, \{Steffen Duus\} and S{\o}rensen, \{John Aasted\}",

note = "Copyright: 2000 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE; 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 1999 ; Conference date: 15-03-1999 Through 19-03-1999",

year = "1999",

doi = "10.1109/ICASSP.1999.758072",

language = "English",

isbn = "0-7803-5041-3",

volume = "1",

pages = "101--104",

booktitle = "Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing",

url = "http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6110",

}

Hansen, PSK, Hansen, PC, Hansen, SD & Sørensen, JA 1999, Experimental Comparison of Signal Subspace Based Noise Reduction Methods. in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing. vol. 1, pp. 101-104, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing, Phoenix, Arizona, United States, 15/03/1999. https://doi.org/10.1109/ICASSP.1999.758072

Experimental Comparison of Signal Subspace Based Noise Reduction Methods. / Hansen, Peter Søren Kirk; Hansen, Per Christian; Hansen, Steffen Duus et al.
Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing. Vol. 1 1999. p. 101-104.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

TY - GEN

T1 - Experimental Comparison of Signal Subspace Based Noise Reduction Methods

AU - Hansen, Peter Søren Kirk

AU - Hansen, Per Christian

AU - Hansen, Steffen Duus

AU - Sørensen, John Aasted

N1 - Conference code: 24

PY - 1999

Y1 - 1999

N2 - The signal subspace approach for non-parametric speech enhancement is considered. Several algorithms have been proposed in the literature but only partly analyzed. Here, the different algorithms are compared, and the emphasis is put onto the limiting factors and practical behavior of the estimators. Experimental results show that the signal subspace approach may lead to a significant enhancement of the signal to noise ratio of the output signal.

AB - The signal subspace approach for non-parametric speech enhancement is considered. Several algorithms have been proposed in the literature but only partly analyzed. Here, the different algorithms are compared, and the emphasis is put onto the limiting factors and practical behavior of the estimators. Experimental results show that the signal subspace approach may lead to a significant enhancement of the signal to noise ratio of the output signal.

U2 - 10.1109/ICASSP.1999.758072

DO - 10.1109/ICASSP.1999.758072

M3 - Article in proceedings

SN - 0-7803-5041-3

VL - 1

SP - 101

EP - 104

BT - Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing

T2 - 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing

Y2 - 15 March 1999 through 19 March 1999

ER -

Experimental Comparison of Signal Subspace Based Noise Reduction Methods

Abstract

Conference

Bibliographical note

Access to Document

OpenUrl availability

Fingerprint

Cite this