Kinect music videos are not new. There have already been a few like this one from Echo Lake. But while impressive, it's not nearly as impressive as this.
You are looking at "Catalina" by Portguese duo Moullinex, which is made up of Luis Clara Gomes and Luis Calçada. Gomes tells Kotaku that the video was shot in, well, a living room.