A system and method are disclosed for synthesizing information received from multiple audio and visual sources focused on a single scene. The system may determine the positions of capture devices based on a common set of cues identified in the image data of the capture devices. As a scene may often have users and objects moving into and out of the scene, data from the multiple capture devices may be time synchronized to ensure that data from the audio and visual sources are providing data of the same scene at the same time. Audio and/or visual data from the multiple sources may be reconciled and assimilated together to improve an ability of the system to interpret audio and/or visual aspects from the scene.