Presentation 2014-09-12
A study on speaker authentication using LSP information of CELP encoder
Naoki NISHIZAWA, Takahiro YOSHIDA, Seiichiro HANGAI,
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Abstract(in English) Analysis-synthesis coding method of speech called CELP in VoIP and cellular phones are used. It is believed to be able to extract the individuality from the parameters obtained from the encoder of the CELP, it is possible to prevent a crime that masquerade as another person by using the terminal of the mobile, and help to speaker verification. However, there is a problem that undesirably lacks in practicality, since the authentication rate is lowered in a short speech time. In this study, by using the registered voice of a total of 2 seconds of 5 vowel (/a/~/o/), practical application for registration purpose is improved. Moreover, the comparison was made by using a conversational speech 2 seconds and 20 seconds for evaluation voice. Result of speaker authentication experiments 10 people, one of the conversational speech of 20 seconds or 2 seconds, even to obtain a certification rate of 92%.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Speaker authentication / Conversational speech / CELP / LSP
Paper # BioX2014-15,MBE2014-38
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Committee BioX
Conference Date 2014/9/5(1days)
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Registration To Biometrics (BioX)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A study on speaker authentication using LSP information of CELP encoder
Sub Title (in English)
Keyword(1) Speaker authentication
Keyword(2) Conversational speech
Keyword(3) CELP
Keyword(4) LSP
1st Author's Name Naoki NISHIZAWA
1st Author's Affiliation Faculty of Engineering, Tokyo University of Science()
2nd Author's Name Takahiro YOSHIDA
2nd Author's Affiliation Faculty of Engineering, Tokyo University of Science
3rd Author's Name Seiichiro HANGAI
3rd Author's Affiliation Faculty of Engineering, Tokyo University of Science
Date 2014-09-12
Paper # BioX2014-15,MBE2014-38
Volume (vol) vol.114
Number (no) 212
Page pp.pp.-
#Pages 6
Date of Issue