Detecting nonlinear determinism in voiced sounds of Japanese vowel |a|

被引：13

作者：

Miyano, T

Nagami, A

Tokuda, I

Aihara, K

机构：

[1] Hirosaki Univ, Dept Intelligent Mach & Syst Engn, Hirosaki, Aomori 0368561, Japan

[2] Sumitomo Met Ind Ltd, Elect Engn Labs, Amagasaki, Hyogo 6600891, Japan

[3] Muroran Inst Technol, Dept Comp Sci & Syst Engn, Muroran, Hokkaido 0508585, Japan

[4] Univ Tokyo, Grad Sch Engn, Dept Math Engn & Informat Phys, Bunkyo Ku, Tokyo 113, Japan

[5] Japan Sci & Technol Corp, CREST, Kawaguchi, Saitama 332, Japan

来源：

INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS | 2000年 / 10卷 / 08期

关键词：

D O I：

10.1142/S0218127400001213

中图分类号：

O1 [数学];

学科分类号：

0701 ; 070101 ;

摘要：

Nonlinear determinism in voiced sounds of the Japanese vowel /a/ is tested by the time series analysis associated with the surrogate method. To capture nonlinear dynamics underlying the speech signal, we apply the generalized radial basis function networks as nonlinear predictors to the time series data. The optimized network parameters may show a trail of the nonlinear dynamics though not conspicuously. This may be due to paucity of data points.

引用

页码：1973 / 1979

页数：7

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