A mechanical voice system and its adaptive learning for the mimicry of human vocalization

Toshio Higashimoto, Hideyuki Sawada

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Abstract

A mechanical model of a human vocal system is being developed based on mechatronics technology. Although various ways of vocal sound production have been actively studied, mechanical construction is considered to advantageously realize natural vocalization with its fluid dynamics. The mechanical vocal system has several motors to manipulate the vocal tract and the vocal cords. It became possible to learn the relations between motor positions and the produced vocal sounds by an auditory feedback, and produce Japanese five vowels (a, i, u, e, o) by mimicking a human speech. In addition, the mechanical model could produce some consonant sounds by attaching a nasal cavity with the dynamic control. This paper introduces an adaptive learning algorithm for the mimicry of human vocalization, and presents a listening experiment of generated sounds for the evaluation.

Original languageEnglish
Title of host publicationProceedings - 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation
Subtitle of host publicationComputational Intelligence in Robotics and Automation for the New Millennium
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1040-1045
Number of pages6
Volume2
ISBN (Electronic)0780378660
DOIs
Publication statusPublished - 2003
Externally publishedYes
Event2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation, CIRA 2003 - Kobe, Japan
Duration: 2003 Jul 162003 Jul 20

Other

Other2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation, CIRA 2003
CountryJapan
CityKobe
Period03/7/1603/7/20

Fingerprint

Adaptive Learning
Acoustic waves
Mechatronics
Dynamic Control
Fluid Dynamics
Adaptive algorithms
Fluid dynamics
Adaptive Algorithm
Mechanical Systems
Learning algorithms
Learning Algorithm
Cavity
Feedback
Voice
Human
Sound
Evaluation
Model
Experiment
Experiments

ASJC Scopus subject areas

  • Computational Mathematics

Cite this

Higashimoto, T., & Sawada, H. (2003). A mechanical voice system and its adaptive learning for the mimicry of human vocalization. In Proceedings - 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium (Vol. 2, pp. 1040-1045). [1222323] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CIRA.2003.1222323

A mechanical voice system and its adaptive learning for the mimicry of human vocalization. / Higashimoto, Toshio; Sawada, Hideyuki.

Proceedings - 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium. Vol. 2 Institute of Electrical and Electronics Engineers Inc., 2003. p. 1040-1045 1222323.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Higashimoto, T & Sawada, H 2003, A mechanical voice system and its adaptive learning for the mimicry of human vocalization. in Proceedings - 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium. vol. 2, 1222323, Institute of Electrical and Electronics Engineers Inc., pp. 1040-1045, 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation, CIRA 2003, Kobe, Japan, 03/7/16. https://doi.org/10.1109/CIRA.2003.1222323
Higashimoto T, Sawada H. A mechanical voice system and its adaptive learning for the mimicry of human vocalization. In Proceedings - 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium. Vol. 2. Institute of Electrical and Electronics Engineers Inc. 2003. p. 1040-1045. 1222323 https://doi.org/10.1109/CIRA.2003.1222323
Higashimoto, Toshio ; Sawada, Hideyuki. / A mechanical voice system and its adaptive learning for the mimicry of human vocalization. Proceedings - 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium. Vol. 2 Institute of Electrical and Electronics Engineers Inc., 2003. pp. 1040-1045
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