Listen to Harlem Shake online. Harlem Shake is an English language song and is sung by The Harmony Group. Harlem Shake, from the album 50 Barcelona Autumn Songs 2013, was released in the year 2013. The duration of the song is 3:18. Download English songs online from JioSaavn.