Interactive Evolution of Speech using VoiceXML Speaking to your GP System
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InProceedings{CarPai02,
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author = "Jonas Carlsson and Carlos Paiz and Krister Wolff and
Peter Nordin",
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title = "Interactive Evolution of Speech using {VoiceXML}
Speaking to your {GP} System",
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booktitle = "Proceedings of the 6th World Multiconference on
Systemics, Cybernetics and Informatics",
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year = "2002",
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editor = "Nagib Callaos and Alexander Pisarchik and
Mitsuyoshi Ueda",
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volume = "VI",
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pages = "58--62",
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publisher = "IIIS",
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keywords = "genetic algorithms, genetic programming, voice XML",
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ISBN = "980-07-8150-1",
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URL = "http://citeseer.uark.edu:8080/citeseerx/showciting;jsessionid=3ACDA5B9DB9ACC6C5ECF27C2C8BEA296?cid=5226534",
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URL = "http://publications.lib.chalmers.se/publication/72898-interactive-evolution-of-speech-using-voicexml-speaking-to-your-gp-system",
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abstract = "we describe and discuss experiments in which we try to
evolve meaningful sentences in English using Genetic
Programming with interactive evolution. We use VoiceXML
as the user interface, through which the user hears
each individual, acts as the fitness function and tells
the system what individuals to select. This is the
first GP-system that accepts voice as guidance for
fitness calculations. We use context free grammars to
define the individuals and the genetic operators make
sure that the grammar is followed, avoiding destructive
mutation and crossover. The results show that it is
possible to evolve meaningful phrases with our approach
but improvements to the system are required in order to
fully achieve the goal. The wide availability of voice
terminals, such as phones, enables powerful learning
of, for example, natural language grammar with possible
feedback even from the general public. The described
work also constitutes the first GP-system written in
JavaScript (ECMAScript) enabling easy distributed
GP-run over the Web without any installation.",
- }
Genetic Programming entries for
Jonas Carlsson
Carlos Paiz
Krister Wolff
Peter Nordin
Citations