Listen to Who Are You When I'm Not Looking online. Who Are You When I'm Not Looking is an English language song and is sung by Blake Shelton. Who Are You When I'm Not Looking, from the album The Blake Shelton Collection, was released in the year 2013. The duration of the song is 3:07. Download English songs online from JioSaavn.