Title :
Neuro-fuzzy and soft computing for speaker recognition
Author :
Jang, Jyh-Shing Roger ; Chen, Jiuann-Jye
Author_Institution :
Dept. of Comput. Sci., Tsinghua Univ., Hsinchu, Taiwan
Abstract :
This paper describes how techniques from the discipline of neuro-fuzzy and soft computing techniques can be used, in conjunction with methodologies from pattern recognition and digital signal processing, to effectively perform speech data classification. In particular, we have applied the proposed method to automatic speaker recognition and achieved satisfactory results
Keywords :
feature extraction; fuzzy neural nets; pattern classification; search problems; speaker recognition; digital signal processing; feature extraction; fuzzy c-mean clustering; fuzzy logic; neuro-fuzzy computing; random search; soft computing; speaker recognition; speech data classification; Automatic speech recognition; Data mining; Digital signal processing; Fuzzy logic; Nearest neighbor searches; Pattern recognition; Speaker recognition; Speech processing; Speech recognition; Text recognition;
Conference_Titel :
Fuzzy Systems, 1997., Proceedings of the Sixth IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7803-3796-4
DOI :
10.1109/FUZZY.1997.622791
