Fuzzy training algorithm for wavelet codebook based text-independent speaker identification

被引：1
|
作者：
Lung, SY [1 ]
机构：
[1] Chung Kuo Inst Technol, Dept Management Informat Syst, Taipei, Taiwan
来源：
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES | 2005年 / E88A卷 / 06期
关键词：
speaker recognition; wavelet transform; fuzzy algorithm; codebook design; VQ algorithm;
D O I：
10.1093/ietfec/e88-a.6.1619
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
A speaker identification system based on wavelet transform (WT) derived from codebook design using fuzzy c-mean algorithm (FCM) is proposed. We have combined FCM and the vector quantization (VQ) algorithm to avoid typical local minima for speaker data compression. Identification accuracies of 94% were achieved for 100 Mandarin speakers.
引用
收藏
页码：1619 / 1621
页数：3
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