1. A computer-implemented method comprising: providing a first transcription of an utterance, wherein the first transcription of the utterance includes one or more words; receiving data indicating a selection of a word from among the one or more words included in the first transcription of the utterance; in response to receiving the data indicating the selection of the word, providing one or more alternate words for the selected word; receiving data indicating a selection of a particular alternate word from among the one or more alternate words for the selected word; selecting a second transcription of the utterance that includes the particular alternate word and that is identified as having a speech recognition confidence measure value that satisfies one or more criteria; and replacing the first transcription of the utterance with the second transcription of the utterance.