Chaotic Dynamics and Simulation of Japanese Vowel Sounds

Michael Small; Chi Kong Tse; Tohru Ikeguchi

doi:10.1109/ECCTD.2005.1523020

Chaotic Dynamics and Simulation of Japanese Vowel Sounds

Michael Small, Chi Kong Tse, Tohru Ikeguchi

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

6 Citations (Scopus)

Abstract

We examine deterministic dynamics in Japanese speech vocalisation patterns. We find that a simple data driven non-parametric model may be employed to accurately and compactly describe the complex dynamic structure of the data. Moreover, we demonstrate that the data is not consistent with a monotonic nonlinear transformation of linearly filtered noise (i.e. determinism in the data cannot be adequately described by the Fourier power spectrum). We then show that for four of the five vowel sounds, the dynamics are not consistent with a noise driven nonlinear periodic orbit, and therefore the underlying dynamical system is likely to be chaotic. In the fifth case (the vowel /a/) we are unable to reject the hypothesis of a noise driven periodic orbit.

Original language	English
Title of host publication	Proceedings of the 2005 European Conference on Circuit Theory and Design
Volume	2
DOIs	https://doi.org/10.1109/ECCTD.2005.1523020
Publication status	Published - Sept 2005
Externally published	Yes
Event	2005 European Conference on Circuit Theory and Design - Cork, Ireland Duration: 28 Aug 2005 → 2 Sept 2005

Publication series

Name	Proceedings of the 2005 European Conference on Circuit Theory and Design
Volume	2

Conference

Conference	2005 European Conference on Circuit Theory and Design
Place	Ireland
City	Cork
Period	28/08/05 → 2/09/05

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10.1109/ECCTD.2005.1523020

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title = "Chaotic Dynamics and Simulation of Japanese Vowel Sounds",

abstract = "We examine deterministic dynamics in Japanese speech vocalisation patterns. We find that a simple data driven non-parametric model may be employed to accurately and compactly describe the complex dynamic structure of the data. Moreover, we demonstrate that the data is not consistent with a monotonic nonlinear transformation of linearly filtered noise (i.e. determinism in the data cannot be adequately described by the Fourier power spectrum). We then show that for four of the five vowel sounds, the dynamics are not consistent with a noise driven nonlinear periodic orbit, and therefore the underlying dynamical system is likely to be chaotic. In the fifth case (the vowel /a/) we are unable to reject the hypothesis of a noise driven periodic orbit.",

author = "Michael Small and Tse, {Chi Kong} and Tohru Ikeguchi",

year = "2005",

month = sep,

doi = "10.1109/ECCTD.2005.1523020",

language = "English",

isbn = "0780390660",

volume = "2",

series = "Proceedings of the 2005 European Conference on Circuit Theory and Design",

booktitle = "Proceedings of the 2005 European Conference on Circuit Theory and Design",

note = "2005 European Conference on Circuit Theory and Design ; Conference date: 28-08-2005 Through 02-09-2005",

}

Small, M, Tse, CK & Ikeguchi, T 2005, Chaotic Dynamics and Simulation of Japanese Vowel Sounds. in Proceedings of the 2005 European Conference on Circuit Theory and Design. vol. 2, Proceedings of the 2005 European Conference on Circuit Theory and Design, vol. 2, 2005 European Conference on Circuit Theory and Design, Cork, Ireland, 28/08/05. https://doi.org/10.1109/ECCTD.2005.1523020

Chaotic Dynamics and Simulation of Japanese Vowel Sounds. / Small, Michael; Tse, Chi Kong; Ikeguchi, Tohru.
Proceedings of the 2005 European Conference on Circuit Theory and Design. Vol. 2 2005. (Proceedings of the 2005 European Conference on Circuit Theory and Design; Vol. 2).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - Chaotic Dynamics and Simulation of Japanese Vowel Sounds

AU - Small, Michael

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N2 - We examine deterministic dynamics in Japanese speech vocalisation patterns. We find that a simple data driven non-parametric model may be employed to accurately and compactly describe the complex dynamic structure of the data. Moreover, we demonstrate that the data is not consistent with a monotonic nonlinear transformation of linearly filtered noise (i.e. determinism in the data cannot be adequately described by the Fourier power spectrum). We then show that for four of the five vowel sounds, the dynamics are not consistent with a noise driven nonlinear periodic orbit, and therefore the underlying dynamical system is likely to be chaotic. In the fifth case (the vowel /a/) we are unable to reject the hypothesis of a noise driven periodic orbit.

AB - We examine deterministic dynamics in Japanese speech vocalisation patterns. We find that a simple data driven non-parametric model may be employed to accurately and compactly describe the complex dynamic structure of the data. Moreover, we demonstrate that the data is not consistent with a monotonic nonlinear transformation of linearly filtered noise (i.e. determinism in the data cannot be adequately described by the Fourier power spectrum). We then show that for four of the five vowel sounds, the dynamics are not consistent with a noise driven nonlinear periodic orbit, and therefore the underlying dynamical system is likely to be chaotic. In the fifth case (the vowel /a/) we are unable to reject the hypothesis of a noise driven periodic orbit.

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M3 - RGC 32 - Refereed conference paper (with host publication)

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T3 - Proceedings of the 2005 European Conference on Circuit Theory and Design

BT - Proceedings of the 2005 European Conference on Circuit Theory and Design

T2 - 2005 European Conference on Circuit Theory and Design

Y2 - 28 August 2005 through 2 September 2005

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Chaotic Dynamics and Simulation of Japanese Vowel Sounds

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