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Resumen

 

 


MORPHOLOGICAL NEURAL NETWORK IMPLEMENTATION OF RECOGNITION OF SINGLE WORDS

APLICACIÓN DE REDES NEURONALES MORFOLÓGICAS AL RECONOCIMIENTO DE VOCABLOS SIMPLES
Ing. Luis Fernando. Gélvez R
PhD. José Orlando Maldonado Bautista
Universidad de Pamplona, Facultad de Ingenierías y Arquitectura.
Grupo de Investigación en Ciencias Computacionales
Ciudadela Universitaria. Pamplona, Norte de Santander, Colombia.

Abstract: In this Project the more used methods for the voice features extraction that give
a good description of the phoneme regardless of the speaker are researched. Also
traditional speech recognition techniques are examined, specially, those directed at simple
words recognition in order to establish a guideline under which morphologic neural
networks can be evaluated as voice recognition technique.

Keywords: Speech recognition, machine learning, morphological neural network.

Resumen: En este trabajo se realiza un estudio de los métodos más utilizados para la
extracción de características de voz que permitan obtener una buena descripción de los
fonemas independientemente del hablante. Se examinan también, las técnicas
tradicionales en el reconocimiento de habla, en especial, las orientadas al reconocimiento
de vocablos simples para crear un marco de referencia bajo el cual se pueda evaluar el
rendimiento de las redes neuronales morfológicas como técnica de reconocimiento de
voz.

Palabras clave: Reconocimiento de voz, aprendizaje automático, redes neuronales
morfológicas.