This paper describes a system based on a 360-degree camera with a single microphone that detects speech activity in a roundtable context for the purpose of estimating discourse participation status information for each member present. We have obtained 97% accuracy in detecting participants and have shown that the use of non-verbal and backchannel speech information is a useful indicator of participant status in a discourse.