1. A method for prioritizing speech transcription for validating speech recognition performance comprising: logging information generated from a speech recognition task of one or more spoken utterances; categorizing said information into categories; and prioritizing a transcription of said information based on a category; wherein said speech recognition task associates a spoken utterance with at least one recognized result, and said prioritizing identifies spoken utterances having a transcription priority in view of said speech recognized result.