Listen to Rock My Soul online. Rock My Soul is an English language song and is sung by Louis Armstrong. Rock My Soul, from the album Louis Armstrong - The Best Collection, was released in the year 2015. The duration of the song is 2:56. Download English songs online from JioSaavn.