Listen to Rejoice, rejoice online. Rejoice, rejoice is an English language song and is sung by The Band Of The Grenadier Guards. Rejoice, rejoice, from the album The Diamond Jubilee, was released in the year 2012. The duration of the song is 6:54. Download English songs online from JioSaavn.