Presentation 2004-07-15
An Evaluation of CELP-based Speaker Verification under Noisy Conditions
Yusuke FUJITA, Yasushi YAMAZAKI, Naohisa KOMATSU,
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Abstract(in English) The encoded speech for mobile phone networks and IP networks conveys not only semantic information but also the information of the speaker. In this paper, we propose a speaker verification method based on CELP (Code Excited Linear Prediction)speech coding scheme. The proposed method utilezes CELP parameters which are used in speech coding schemes for mobile phone networks or IP netrowks, and verifies a speaker only with the encoded speech. The merits of the proposed method are as follows; (1) Utilizing CELP coding process, the proposed method can be applied to mobile terminals and network systems which have limited resources by adding a little function. (2) Since CELP parameters contain a speaker's characteristics of articulation, text-indepenent speaker verification is realized. An Evaluation under noisy conditions shows that proposed method is reliable in actual environment.
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Keyword(in English) speaker verification / biometric person authentication / CELP / LSP
Paper # CQ2004-53
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Committee CQ
Conference Date 2004/7/8(1days)
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Registration To Communication Quality (CQ)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) An Evaluation of CELP-based Speaker Verification under Noisy Conditions
Sub Title (in English)
Keyword(1) speaker verification
Keyword(2) biometric person authentication
Keyword(3) CELP
Keyword(4) LSP
1st Author's Name Yusuke FUJITA
1st Author's Affiliation Dept. of Computer Science, Waseda University()
2nd Author's Name Yasushi YAMAZAKI
2nd Author's Affiliation Dept. of Information and Media Sciences, The University of Kitakyushu
3rd Author's Name Naohisa KOMATSU
3rd Author's Affiliation Dept. of Computer Science, Waseda University
Date 2004-07-15
Paper # CQ2004-53
Volume (vol) vol.104
Number (no) 187
Page pp.pp.-
#Pages 5
Date of Issue