11. The system of claim 9 , wherein the pauses include hesitations.
9. A system for punctuating voicemail transcription text, comprising: means for receiving a voicemail at a device; means for transcribing, via the device, audio of the voicemail into transcription text and determining the beginning and finishing times of each transcribed word; and means for identifying the Y largest pauses between transcribed words of the transcription text, where Y is a limit on the number of ellipses to be inserted; and means for inserting ellipses into the transcription text at the position of the Y largest pauses wherein the Y largest pauses is a number smaller than a total number of pauses of the transcription text.