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Hard-limited Karhunen-Loeve transform for text independent speaker recognition

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3 Author(s)
Chen, C.-C.T. ; Dept. of Electr. Eng., Nat. Sun Yat-Sen Univ., Kaohsiung ; Chin-Ta Chen ; Chih-Ming Tsai

A text independent speaker recognition system based on hard-limited eigenfunctions derived from the Karhunen-Loeve transform is proposed. Two databases, each with 100 Mandarin speakers, are collected for system evaluation. It is demonstrated that >94% correct classification rates can be achieved by the use of the first 32 hard-limited features

Published in:

Electronics Letters  (Volume:33 ,  Issue: 24 )

Date of Publication:

20 Nov 1997

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