1. A method comprising: identifying, in a database of utterances, transcribed utterances and un-transcribed utterances; transcribing, via a processor, transcription candidate utterances from the un-transcribed utterances based on confidence scores of the transcription candidate utterances, to yield additional transcribed utterances; and adding the additional transcribed utterances to the database of utterances.