The biometric speaker identification apparatus eliminates {HEAD ~ templates} by clustering {TAIL ~ the probe match scores} using a k means clustering process, for example, and selecting templates that correspond to clusters having top M probe match scores 
by clustering
The biometric speaker identification apparatus eliminates { HEAD ~ templates } by clustering { TAIL ~ the probe match scores } using a k means clustering process , for example , and selecting templates that correspond to clusters having top M probe match scores
OTH OTH OTH OTH OTH OTH HEAD HEAD HEAD HEAD HEAD REL REL TAIL TAIL TAIL TAIL TAIL TAIL TAIL TAIL OTH OTH OTH OTH OTH OTH OTH OTH OTH OTH OTH OTH OTH OTH OTH OTH OTH OTH OTH OTH OTH OTH OTH