Title :
An automatic text-independent speaker recognition system
Author :
Karakowski, Joseph A. ; Patel, Nilu P.
Author_Institution :
US Army CECOM Center for EW/RSTA, Fort Monmouth, NJ, USA
Abstract :
A speaker recognition system has been developed which recognizes different voices in a context-free speaking environment. It is composed of an ART II neural network coupled to a pair of fuzzy expert systems which classify voices hierarchically from signal features and clusters. It has been laboratory tested using digitized voices with performance of over 60% correct for about 4 s of voiced speech
Keywords :
expert systems; neural nets; speech recognition equipment; ART II neural network; adaptive resonance theory; automatic text-independent system; context-free speaking environment; digitized voices; fuzzy expert systems; glob processing; signal clusters; signal features; speaker recognition system; voice classification; Bandwidth; Control systems; Expert systems; Hybrid intelligent systems; Neural networks; Signal processing; Speaker recognition; Speech analysis; Speech processing; Speech recognition;
Conference_Titel :
Signals, Systems and Computers, 1992. 1992 Conference Record of The Twenty-Sixth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
0-8186-3160-0
DOI :
10.1109/ACSSC.1992.269130
