Title :
Method of deciding ANNs parameters for pattern recognition
Author :
Watanabe, Shin ; Iijima, Noriko ; Sone, Mototaka ; Mitsui, Hideo ; Yoshida, Yukio
Author_Institution :
Musashi Inst. of Technol., Tokyo, Japan
Abstract :
A method for tuning artificial neural network (ANN) parameters for pattern recognition is described. A pattern recognition experiment carried out for phoneme recognition of English pure vowels in ANNs is presented. The significant of parameters that affect recognition rate seriously are defined. To determine the influence of these parameters on the recognition rate a tuning method is given. The tuning method is independent of the recognition rate
Keywords :
neural nets; speech recognition; English pure vowels; artificial neural network; pattern recognition; phoneme recognition; recognition rate; tuning method; Artificial neural networks; Character recognition; Optimization methods; Pattern recognition; Speech recognition;
Conference_Titel :
Neural Networks, 1992. IJCNN., International Joint Conference on
Conference_Location :
Baltimore, MD
Print_ISBN :
0-7803-0559-0
DOI :
10.1109/IJCNN.1992.227295
