Abstract: A technique for recording dictation, meetings, lectures, and other events includes automatically segmenting an audio recording into portions by detecting speech transitions within the recording and selectively identifying certain portions of the recording as noteworthy. Noteworthy audio portions are displayed to a user for selective playback. The user can navigate to different noteworthy audio portions while ignoring other portions. Each noteworthy audio portion starts and ends with a speech transition. Thus, the improved technique typically captures noteworthy topics from beginning to end, thereby reducing or avoiding the need for users to have to search for the beginnings and ends of relevant topics manually.