Presentation 1993/5/21
On an estimation accuracy of a time-varying ARMA-D modeling
Eisuke Horita, Yoshikazu Miyanaga, Koji Tochinai,
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Abstract(in English) In this report,an estimation accuracy of an extended MIS using a time-varying ARMA-D model is explored.The synthesized speech waveforms are generated from a time-varying AR model or ARMA model whose input is Rosenberg wave in this experiment.It is shown from the experiment that the extended MIS yields more accurate spectra than RLS and MIS.For real speech waveforms,the tracking ability is discussed from the viewpoint of the variation of the innovations. It is shown that the extended MIS has higher performance than the others.Moreover,it is also obtained from the other experiments that the spectra by the extended MIS are the almost same as the spectral envelopes of DFT with adequate window length.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Linear prediction theory / Adaptive signal processing / Speech analysis / ARMA model / ARMA-D model
Paper # CAS93-17,VLD93-17,DSP93-27
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Committee CAS
Conference Date 1993/5/21(1days)
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Registration To Circuits and Systems (CAS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) On an estimation accuracy of a time-varying ARMA-D modeling
Sub Title (in English)
Keyword(1) Linear prediction theory
Keyword(2) Adaptive signal processing
Keyword(3) Speech analysis
Keyword(4) ARMA model
Keyword(5) ARMA-D model
1st Author's Name Eisuke Horita
1st Author's Affiliation Department of Electronic Engineering,Faculty of Engineering, Hokkaido University()
2nd Author's Name Yoshikazu Miyanaga
2nd Author's Affiliation Department of Electronic Engineering,Faculty of Engineering, Hokkaido University
3rd Author's Name Koji Tochinai
3rd Author's Affiliation Department of Electronic Engineering,Faculty of Engineering, Hokkaido University
Date 1993/5/21
Paper # CAS93-17,VLD93-17,DSP93-27
Volume (vol) vol.93
Number (no) 34
Page pp.pp.-
#Pages 6
Date of Issue