Title :
A GMM/CPSO speech recognition system
Author :
Amanda Abelardo Viana Beserra;Washington Luis Santos Silva;Ginalber Luiz de Oliveira Serra
Author_Institution :
Department of Electrical and Electronic Engineering, Federal Institute of Maranhã
fDate :
6/1/2015 12:00:00 AM
Abstract :
This paper proposes the optimization of a GMM system for the automatic recognition of numerical commands of voice using Chaotic Particle Optimization (CPSO). In addition preprocessing the speech signal with mel-frequency cepstral coefficients, we use the discrete cosine transform (DCT) to generate a two-dimensional temporal array used as input to a GMM system to generate the pattern of the words to be recognized.
Keywords :
"Optimization","Speech recognition","Discrete cosine transforms","Mathematical model","Speech","Covariance matrices"
Conference_Titel :
Industrial Electronics (ISIE), 2015 IEEE 24th International Symposium on
Electronic_ISBN :
2163-5145
DOI :
10.1109/ISIE.2015.7281438
