Title :
A hierarchical structure for feed-forward neural networks and its application to speaker-independent speech recognition
Author :
Dongxin, Xu ; Taiyi, Huang ; Zhiwei, Lin
Author_Institution :
Inst. of Autom., Academia Sinica, Beijing, China
Abstract :
A hierarchical structure for feed-forward neural networks which is a generalization of the time delay neural network (TDNN) model is proposed. A comparative experiment has been done on speaker-independent speech recognition. A slightly better performance, compared with the TDNN model, is achieved
Keywords :
neural nets; speech recognition; feed-forward neural networks; hierarchical structure; speaker-independent speech recognition; time delay neural network; Automatic programming; Automation; Feedforward neural networks; Feedforward systems; Frequency; Joining processes; Loudspeakers; Neural networks; Pattern recognition; Speech recognition;
Conference_Titel :
Pattern Recognition, 1990. Proceedings., 10th International Conference on
Conference_Location :
Atlantic City, NJ
Print_ISBN :
0-8186-2062-5
DOI :
10.1109/ICPR.1990.119363
