A supplementary feature for speaker verification in constrained room acoustics

Sung Wan Yoon; Samuel Kim; Hong Goo Kang

A supplementary feature for speaker verification in constrained room acoustics

Sung Wan Yoon, Samuel Kim, Hong Goo Kang

Department of Electrical and Electronic Engineering

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

Abstract

This paper describes a preliminary experiment to find a supplementary feature for speaker verification. In conventional speaker verification systems, spectral features such as the mel frequency cepstral coefficient (MFCC) are used universally for all speakers. For some specific applications demanding high security, however, the system also needs to adopt speaker specific supplementary features. Assuming that verification is done in specified room environment, we analyze the effect of the room response to speaker verification. Simulation results show that the additional supplementary feature is crucial for improving the system performance.

Original language	English
Title of host publication	Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004
Editors	S.J. Ko
Pages	189-192
Number of pages	4
Publication status	Published - 2004
Event	Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004 - Seoul, Korea, Republic of Duration: 2004 Nov 18 → 2004 Nov 19

Publication series

Name	Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004

Other

Other	Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004
Country/Territory	Korea, Republic of
City	Seoul
Period	04/11/18 → 04/11/19

All Science Journal Classification (ASJC) codes

Engineering(all)

Cite this

Yoon, S. W., Kim, S., & Kang, H. G. (2004). A supplementary feature for speaker verification in constrained room acoustics. In S. J. Ko (Ed.), Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004 (pp. 189-192). (Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004).

Yoon, Sung Wan ; Kim, Samuel ; Kang, Hong Goo. / A supplementary feature for speaker verification in constrained room acoustics. Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004. editor / S.J. Ko. 2004. pp. 189-192 (Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004).

@inproceedings{ad77198d68964caebdd9dc71dfee5ed0,

title = "A supplementary feature for speaker verification in constrained room acoustics",

abstract = "This paper describes a preliminary experiment to find a supplementary feature for speaker verification. In conventional speaker verification systems, spectral features such as the mel frequency cepstral coefficient (MFCC) are used universally for all speakers. For some specific applications demanding high security, however, the system also needs to adopt speaker specific supplementary features. Assuming that verification is done in specified room environment, we analyze the effect of the room response to speaker verification. Simulation results show that the additional supplementary feature is crucial for improving the system performance.",

author = "Yoon, {Sung Wan} and Samuel Kim and Kang, {Hong Goo}",

year = "2004",

language = "English",

isbn = "0780386396",

series = "Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004",

pages = "189--192",

editor = "S.J. Ko",

booktitle = "Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004",

note = "Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004 ; Conference date: 18-11-2004 Through 19-11-2004",

}

Yoon, SW, Kim, S & Kang, HG 2004, A supplementary feature for speaker verification in constrained room acoustics. in SJ Ko (ed.), Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004. Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004, pp. 189-192, Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004, Seoul, Korea, Republic of, 04/11/18.

A supplementary feature for speaker verification in constrained room acoustics. / Yoon, Sung Wan; Kim, Samuel; Kang, Hong Goo.
Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004. ed. / S.J. Ko. 2004. p. 189-192 (Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004).

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

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AU - Kim, Samuel

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PY - 2004

Y1 - 2004

N2 - This paper describes a preliminary experiment to find a supplementary feature for speaker verification. In conventional speaker verification systems, spectral features such as the mel frequency cepstral coefficient (MFCC) are used universally for all speakers. For some specific applications demanding high security, however, the system also needs to adopt speaker specific supplementary features. Assuming that verification is done in specified room environment, we analyze the effect of the room response to speaker verification. Simulation results show that the additional supplementary feature is crucial for improving the system performance.

AB - This paper describes a preliminary experiment to find a supplementary feature for speaker verification. In conventional speaker verification systems, spectral features such as the mel frequency cepstral coefficient (MFCC) are used universally for all speakers. For some specific applications demanding high security, however, the system also needs to adopt speaker specific supplementary features. Assuming that verification is done in specified room environment, we analyze the effect of the room response to speaker verification. Simulation results show that the additional supplementary feature is crucial for improving the system performance.

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T3 - Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004

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BT - Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004

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T2 - Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004

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Yoon SW, Kim S, Kang HG. A supplementary feature for speaker verification in constrained room acoustics. In Ko SJ, editor, Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004. 2004. p. 189-192. (Proceedings of 2004 International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2004).

A supplementary feature for speaker verification in constrained room acoustics

Abstract

Publication series

Other

All Science Journal Classification (ASJC) codes

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