Presentation 1996/9/12
Speaker recognition using the information in the LP-residual signal
Shoji HAYAKAWA, Kazuya TAKEDA, Fumitada ITAKURA,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) A text-independent speaker recognition method using the individual information in the harmonic structure of LP-residual spectrum is proposed. The feature parameter extracted from harmonic structure is obtained by dividing LP-residual spectrum to subbands and parameterizing the power difference of spectrum in each subband. A VQ-based text-independent speaker identification experiments are conducted using speech data uttered by 25 male and 25 female speakers over 1 year. Experimental results show that feature parameter extracted from harmonic structure gives poor identification rate when it is used alone. However, it decreases identification errors over 11% by combining it to LPC cepstral coefficients.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) LP-residual signal / speaker recognition / period between reference and test utterances / power difference in each subband / harmonic structure
Paper # DSP-96-73,SP-96-48
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Conference Information
Committee DSP
Conference Date 1996/9/12(1days)
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Registration To Digital Signal Processing (DSP)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Speaker recognition using the information in the LP-residual signal
Sub Title (in English)
Keyword(1) LP-residual signal
Keyword(2) speaker recognition
Keyword(3) period between reference and test utterances
Keyword(4) power difference in each subband
Keyword(5) harmonic structure
1st Author's Name Shoji HAYAKAWA
1st Author's Affiliation Graduate School of Engineering, Nagoya University()
2nd Author's Name Kazuya TAKEDA
2nd Author's Affiliation Graduate School of Engineering, Nagoya University
3rd Author's Name Fumitada ITAKURA
3rd Author's Affiliation Graduate School of Engineering, Nagoya University
Date 1996/9/12
Paper # DSP-96-73,SP-96-48
Volume (vol) vol.96
Number (no) 238
Page pp.pp.-
#Pages 8
Date of Issue