Abstract: A system for summarizing audio information, comprising: an analyzer to convert audio into frames a fingerprinting componentto convert the frames into fingerprints, each fingerprint based in part on a plurality of frames; a similarity detector to compute similarities between fingerprints; a heuristicmodule to generate a thumbnail of the audio file, based in part on the similarity between fingerprints.