Various technologies described herein pertain to retaining content of a conference call for accelerated replay. The content of the conference call can be recorded. Further, establishment of a connection of a participant to the conference call can be detected. For instance, the connection can be established with a computing device of the participant. Moreover, the establishment of the connection of the participant to the conference call can be detected subsequent to initiation of the recording of the content of the conference call. Responsive to detection of the establishment of the connection of the participant to the conference call, at least a portion of recorded content of the conference call can be transmitted to the computing device for playback at a playback speed that is greater than a speed at which the content is recorded.