Systems and methods for processing speech transcription in a speech processing system are disclosed. A first transcription of a first utterance is received. In response to receiving an indication of an erroneous transcribed word in the first transcription, a control circuitry automatically activates an audio receiver for receiving a second utterance. In response to receiving the second utterance, an audio file of the second utterance and an indication of a location of the erroneous transcribed word within the first transcription is transmitted to a speech recognition system for a second transcription of the second utterance. Subsequently, the erroneous transcribed word in the first transcription is replaced with a transcribed word from the second transcription.