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Evolution of adult male oral tract shapes for close and open vowels

Published: 07 July 2007 Publication History

Abstract

In this paper, we describe an experiment to evolve oral tract (mouth) shapes for a set of vowels for two adult males. Target vowels were recorded in an acoustically anechoic room along with the output from an electrolaryngograph, which monitors vocal fold vibrations electrically via two electrodes placed externally on the neck of the speaker at larynx level. Physical modelling digital waveguide synthesis using a two dimensional virtual oral tract was employed in the experiments. A population of 50 randomly shaped oral tracts were set up at the start of the evolution procedure, and the fitness of each was tested with respect to each of the target vowels. The resulting vowels are compared spectrally alongside the evolved oral tract shapes. The results for open vowels were close to the targets whereas those for close vowels were not. It is suggested that this is because of the associated narrow constriction to which special attention needs to be paid in the future.

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  • (2010)A Review of Medical Applications of Genetic and Evolutionary ComputationGenetic and Evolutionary Computation10.1002/9780470973134.ch3(17-43)Online publication date: 3-Dec-2010

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cover image ACM Conferences
GECCO '07: Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
July 2007
1450 pages
ISBN:9781595936981
DOI:10.1145/1274000
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Published: 07 July 2007

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Author Tags

  1. bio-inspired
  2. evolution
  3. oral tract shape
  4. vowel synthesis

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GECCO07
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GECCO07: Genetic and Evolutionary Computation Conference
July 7 - 11, 2007
London, United Kingdom

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  • (2010)A Review of Medical Applications of Genetic and Evolutionary ComputationGenetic and Evolutionary Computation10.1002/9780470973134.ch3(17-43)Online publication date: 3-Dec-2010

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