Systems and methods for processing speech transcription in a speech processing system are disclosed. Transcriptions of utterances is received and identifications to the transcriptions are assigned. In response to receiving an indication of an erroneous transcribed utterance in at least one of the transcriptions, an audio receiver is automatically activated for receiving a second utterance. In response to receiving the second utterance, an audio file of the second utterance and a corresponding identification of the erroneous transcribed utterance are transmitted to a speech recognition system for a second transcription, and the erroneous transcribed utterance is replaced with the second transcription.