Speaker recognition: A tutorial

被引：822
作者：
Campbell, JP [1 ]
机构：
[1] JOHNS HOPKINS UNIV, WHITING SCH ENGN, BALTIMORE, MD 21218 USA
来源：
PROCEEDINGS OF THE IEEE | 1997年 / 85卷 / 09期
关键词：
access control; authentication biomedical measurements; biomedical signal processing; biomedical transducers; biometric; communication system security; computer network security; computer security; corpus; data bases; identification of persons; public safety; site security monitoring; speaker recognition; speech processing; verification;
D O I：
10.1109/5.628714
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
A tutorial on the design and development of automatic speaker-recognition systems is presented. Automatic speaker recognition is the use of a machine to recognize a person from a spoken phrase. These systems can operate in two modes. to identify a particular person or to verify a person's claimed identity. Speech processing and the basic components of automatic speaker-recognition systems are shown and design tradeoffs are discussed. Then, a new automatic speaker-recognition system is given. This recognizer performs with 98.9% correct identification. Last, the performances of various systems are compared.
引用
收藏
页码：1437 / 1462
页数：26
相关论文
共 63 条
  • [21] Text-independent speaker identification
    Gish, Herbert
    Schmidt, Michael
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 1994, 11 (04) : 18 - 32
  • [22] HARRIS FJ, 1978, P IEEE, V66, P51, DOI 10.1109/PROC.1978.10837
  • [23] Higgins A., 1991, Digital Signal Processing, V1, P89, DOI 10.1016/1051-2004(91)90098-6
  • [24] HIGGINS A, 1993, P INT C AC SPEECH SI, P375
  • [25] HIGGINS A, 1990, SPEECH RES S BALT MD
  • [26] HIGGINS AL, 1986, P IEEE INT C AC SPEE, P869
  • [27] ITAKURA F, 1975, T COMM SPEECH RES AC, V75, P34
  • [28] DIVERGENCE AND BHATTACHARYYA DISTANCE MEASURES IN SIGNAL SELECTION
    KAILATH, T
    [J]. IEEE TRANSACTIONS ON COMMUNICATION TECHNOLOGY, 1967, CO15 (01): : 52 - &
  • [29] KANG G, 1985, 8857 NRL
  • [30] ON INFORMATION AND SUFFICIENCY
    KULLBACK, S
    LEIBLER, RA
    [J]. ANNALS OF MATHEMATICAL STATISTICS, 1951, 22 (01): : 79 - 86
1234567