1. A method of performing speaker recognition, the method comprising: collecting representations of voice characteristics, in association with corresponding speakers, the representations being generated by a deployed voice-based interactive system; updating parameters of a classifier used in speaker recognition, based on the representations collected; and employing the classifier, with the corresponding parameters updated, in performing speaker recognition.