Listen to Keep That Rhythm Going online. Keep That Rhythm Going is an English language song and is sung by Mills Blue Rhythm Band. Keep That Rhythm Going, from the album Bright Size Life, was released in the year 2016. The duration of the song is 2:53. Download English songs online from JioSaavn.