Text-independent speaker identification by genetic clustering radial basis function network

Yue, Xicai; Ye, Datian; Liu, Ming

Abstract

The authors combine genetic clustering algorithm with radial basis function neural network (RBJFNN) for avoiding locally optimum solutions in speaker identification. The effectiveness of genetic clustering algorithm is evaluated with speech utterances by comparing with normal clustering method. Speaker identification experiments show that genetic clustering RBF" can improve the correctness of text-independent speaker identification

• Presentation Conference Type: Conference Paper (published)
• Conference Name: 23rd International Conference of the IEEE Engineering in Medicine and Biology Society
• Start Date: Oct 25, 2001
• End Date: Oct 28, 2001
• Online Publication Date: Nov 7, 2002
• Publication Date: Nov 1, 2001
• Deposit Date: May 7, 2021
• Publisher: Institute of Electrical and Electronics Engineers (IEEE)
• Volume: 2
• Pages: 1777-1780
• Book Title: 2001 Conference Proceedings of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
• ISBN: 0-7803-7211-5
• Public URL: https://uwe-repository.worktribe.com/output/5667483