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This article presents the text-independent speaker detection and tracking systems developed by the members of the {ELISA} Consortium for the {NIST'99} speaker recognition evaluation campaign. {ELISA} is a consortium grouping researchers of several laboratories sharing software modules, resources and experimental protocols. Each system is briefly described, and comparative results on the {NIST'99} evaluation tasks are discussed