There is a tendency when discussing, analyzing, and archiving audio recordings to consider their significance in terms of textual output and transcription availability. However, there is much non-text based information that can be collected from audio recordings that falls outside traditional research methodologies. Considering audio within the context of visualization and pattern recognition offers the potential for the discovery of…