Title :
A proposed fuzzy pattern verification system
Author :
Tran, Dat ; Wagner, Michael
Author_Institution :
Sch. of Comput., Univ. of Canberra, ACT, Australia
Abstract :
Proposes a fuzzy pattern verification system based on fuzzy if-then rules and fuzzy membership functions in fuzzy clustering. The proposed fuzzy system is applied to speaker verification and is compared with current probabilistic verification systems. Experiments performed on the ANDOSL and YOHO speech corpora show better results for the proposed system.
Keywords :
fuzzy logic; fuzzy set theory; pattern clustering; speaker recognition; ANDOSL; YOHO; fuzzy clustering; fuzzy if-then rules; fuzzy membership functions; fuzzy pattern verification system; fuzzy system; speaker verification; speech corpora; Australia; Error analysis; Fuzzy sets; Fuzzy systems; Pattern classification; Speech;
Conference_Titel :
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Print_ISBN :
0-7803-7293-X
DOI :
10.1109/FUZZ.2001.1009109
