Listen to Play That Big Guitar online. Play That Big Guitar is an English language song and is sung by Bert Weedon. Play That Big Guitar, from the album Instrumental Guitar - The Best Compilation Ever (100 Classics Remastered), was released in the year 2015. The duration of the song is 2:09. Download English songs online from JioSaavn.