Motivation and problem definition
	n Transcripts are widely used to index speech information in videos. n Current automatic speech recognition (ASR) introduces errors during the transcription process. n This error can cascade and result in errors in the indexing as well, which affects retrieval. n In this paper, we will discuss how to use auxiliary data and NLP technology to correct speech recognition errors.