1. A system for performing a speech recognition dictionary refinement procedure, comprising: a database analyzer that identifies first vocabulary words that are present in a training database and identifies second vocabulary words that are not present in said training database; a relevance module that separates first pronunciations of said first vocabulary words into initial short word pronunciations and initial long word pronunciations, said relevance module performing a cumulative threshold procedure upon said initial short word pronunciations to create final short word pronunciations that are added to a refined dictionary, said relevance module performing a standardized distance threshold procedure upon said initial long word pronunciations to create final long word pronunciations that are added to said refined dictionary; and a consensus module that computes plurality pronunciations for second pronunciations of said second vocabulary words, said consensus module comparing said plurality pronunciations to said second pronunciations to identify final consensus pronunciations that are added to said refined dictionary.