Sound source separation via computational auditory scene analysis-enhanced beamforming

Laura Drake; Aggelos K. Katsaggelos; Janet C. Rutledge; Jun Zhangl

doi:10.1109/SAM.2002.1191040

Sound source separation via computational auditory scene analysis-enhanced beamforming

Laura Drake, Aggelos K. Katsaggelos, Janet C. Rutledge, Jun Zhangl

MRC - Materials Research Center

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

4 Scopus citations

Abstract

This paper describes a new approach to sound source separation, called computational auditory scene analysis-enhanced beamforming (CASA-EB). It achieves increased signal separation performance by combining beamforming with an auditory model (CASA). The motivation for combining them is that they are complementary, i.e., they use independent signal attributes, and as a result, CASA-EB can separate more types of mixtures.The efficacy of this approach is demonstrated by experimental results.

Original language	English (US)
Title of host publication	2002 IEEE Sensor Array and Multichannel Signal Processing Workshop Proceedings, SAME 2002
Publisher	IEEE Computer Society
Pages	259-263
Number of pages	5
ISBN (Electronic)	0780375513
DOIs	https://doi.org/10.1109/SAM.2002.1191040
State	Published - 2002
Event	IEEE Sensor Array and Multichannel Signal Processing Workshop, SAME 2002 - Rosslyn, United States Duration: Aug 4 2002 → Aug 6 2002

Publication series

Name	Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop
Volume	2002-January
ISSN (Electronic)	2151-870X

Other

Other	IEEE Sensor Array and Multichannel Signal Processing Workshop, SAME 2002
Country/Territory	United States
City	Rosslyn
Period	8/4/02 → 8/6/02

ASJC Scopus subject areas

Signal Processing
Control and Systems Engineering
Electrical and Electronic Engineering

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10.1109/SAM.2002.1191040

Cite this

Drake, L., Katsaggelos, A. K., Rutledge, J. C., & Zhangl, J. (2002). Sound source separation via computational auditory scene analysis-enhanced beamforming. In 2002 IEEE Sensor Array and Multichannel Signal Processing Workshop Proceedings, SAME 2002 (pp. 259-263). Article 1191040 (Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop; Vol. 2002-January). IEEE Computer Society. https://doi.org/10.1109/SAM.2002.1191040

Drake, Laura ; Katsaggelos, Aggelos K. ; Rutledge, Janet C. et al. / Sound source separation via computational auditory scene analysis-enhanced beamforming. 2002 IEEE Sensor Array and Multichannel Signal Processing Workshop Proceedings, SAME 2002. IEEE Computer Society, 2002. pp. 259-263 (Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop).

@inproceedings{52b4b8465eca4c03b7a5fc81dc982bb2,

title = "Sound source separation via computational auditory scene analysis-enhanced beamforming",

abstract = "This paper describes a new approach to sound source separation, called computational auditory scene analysis-enhanced beamforming (CASA-EB). It achieves increased signal separation performance by combining beamforming with an auditory model (CASA). The motivation for combining them is that they are complementary, i.e., they use independent signal attributes, and as a result, CASA-EB can separate more types of mixtures.The efficacy of this approach is demonstrated by experimental results.",

author = "Laura Drake and Katsaggelos, {Aggelos K.} and Rutledge, {Janet C.} and Jun Zhangl",

note = "Publisher Copyright: {\textcopyright} 2002 IEEE.; IEEE Sensor Array and Multichannel Signal Processing Workshop, SAME 2002 ; Conference date: 04-08-2002 Through 06-08-2002",

year = "2002",

doi = "10.1109/SAM.2002.1191040",

language = "English (US)",

series = "Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop",

publisher = "IEEE Computer Society",

pages = "259--263",

booktitle = "2002 IEEE Sensor Array and Multichannel Signal Processing Workshop Proceedings, SAME 2002",

address = "United States",

}

Drake, L, Katsaggelos, AK, Rutledge, JC & Zhangl, J 2002, Sound source separation via computational auditory scene analysis-enhanced beamforming. in 2002 IEEE Sensor Array and Multichannel Signal Processing Workshop Proceedings, SAME 2002., 1191040, Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop, vol. 2002-January, IEEE Computer Society, pp. 259-263, IEEE Sensor Array and Multichannel Signal Processing Workshop, SAME 2002, Rosslyn, United States, 8/4/02. https://doi.org/10.1109/SAM.2002.1191040

Sound source separation via computational auditory scene analysis-enhanced beamforming. / Drake, Laura; Katsaggelos, Aggelos K.; Rutledge, Janet C. et al.
2002 IEEE Sensor Array and Multichannel Signal Processing Workshop Proceedings, SAME 2002. IEEE Computer Society, 2002. p. 259-263 1191040 (Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop; Vol. 2002-January).

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

TY - GEN

T1 - Sound source separation via computational auditory scene analysis-enhanced beamforming

AU - Drake, Laura

AU - Katsaggelos, Aggelos K.

AU - Rutledge, Janet C.

AU - Zhangl, Jun

PY - 2002

Y1 - 2002

N2 - This paper describes a new approach to sound source separation, called computational auditory scene analysis-enhanced beamforming (CASA-EB). It achieves increased signal separation performance by combining beamforming with an auditory model (CASA). The motivation for combining them is that they are complementary, i.e., they use independent signal attributes, and as a result, CASA-EB can separate more types of mixtures.The efficacy of this approach is demonstrated by experimental results.

AB - This paper describes a new approach to sound source separation, called computational auditory scene analysis-enhanced beamforming (CASA-EB). It achieves increased signal separation performance by combining beamforming with an auditory model (CASA). The motivation for combining them is that they are complementary, i.e., they use independent signal attributes, and as a result, CASA-EB can separate more types of mixtures.The efficacy of this approach is demonstrated by experimental results.

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U2 - 10.1109/SAM.2002.1191040

DO - 10.1109/SAM.2002.1191040

M3 - Conference contribution

AN - SCOPUS:24944468393

T3 - Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop

SP - 259

EP - 263

BT - 2002 IEEE Sensor Array and Multichannel Signal Processing Workshop Proceedings, SAME 2002

PB - IEEE Computer Society

T2 - IEEE Sensor Array and Multichannel Signal Processing Workshop, SAME 2002

Y2 - 4 August 2002 through 6 August 2002

ER -

Drake L, Katsaggelos AK, Rutledge JC, Zhangl J. Sound source separation via computational auditory scene analysis-enhanced beamforming. In 2002 IEEE Sensor Array and Multichannel Signal Processing Workshop Proceedings, SAME 2002. IEEE Computer Society. 2002. p. 259-263. 1191040. (Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop). doi: 10.1109/SAM.2002.1191040

Sound source separation via computational auditory scene analysis-enhanced beamforming

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