Listen to Shake Your Groove Thing online. Shake Your Groove Thing is an English language song and is sung by Peaches and Herb. Shake Your Groove Thing, from the album Guardians Of The Music, was released in the year 2016. The duration of the song is 3:24. Download English songs online from JioSaavn.