In an approach for audio based event analytics, a processor receives a recording of audio from an event. A processor collects information about the event and a list of participants. A processor segments the recording into, at least, a plurality of utterances. A processor analyzes the segmented recording. A processor summarizes the recording based on the segmentation and the analysis. A processor generates insights about interactions patterns of the event based on the segmentation and the analysis.