Listen to That's What I Call Home online. That's What I Call Home is an English language song and is sung by Blake Shelton. That's What I Call Home, from the album The Blake Shelton Collection, was released in the year 2013. The duration of the song is 3:17. Download English songs online from JioSaavn.