Interactive Evolution of Speech using VoiceXML Speaking to your GP System

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@InProceedings{CarPai02,

• author = "Jonas Carlsson and Carlos Paiz and Krister Wolff and Peter Nordin",
• title = "Interactive Evolution of Speech using {VoiceXML} Speaking to your {GP} System",
• booktitle = "Proceedings of the 6th World Multiconference on Systemics, Cybernetics and Informatics",
• year = "2002",
• editor = "Nagib Callaos and Alexander Pisarchik and Mitsuyoshi Ueda",
• volume = "VI",
• pages = "58--62",
• publisher = "IIIS",
• keywords = "genetic algorithms, genetic programming, voice XML",
• ISBN = "980-07-8150-1",
• URL = "http://citeseer.uark.edu:8080/citeseerx/showciting;jsessionid=3ACDA5B9DB9ACC6C5ECF27C2C8BEA296?cid=5226534",
• URL = "http://publications.lib.chalmers.se/publication/72898-interactive-evolution-of-speech-using-voicexml-speaking-to-your-gp-system",
• 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