Traditionally, the evaluation of speech recognition systems has been carried by preparing a test set of annotated utterances and comparing the accuracy of a system's transcripts of those utterances against the annotations.
we seek to measure and minimize the word error rate (WER) of a system, with a WER of zero indicating perfect transcription.