We are developing “Smart Space Technology toward Sustainable Society” which is the environmental sensing system for grasp and prediction of group behaviors. In this paper, we report a part of the system which can detect speaker localization. The sensing system is consisted of six directional microphones attached on the celling and estimates the speaker position using a ratio of the sound pressure. The results show the sensing system detects two speakers’ position and estimates turn-taking.