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