Listen to Rejoice Ye Pure Heart online. Rejoice Ye Pure Heart is an English language song and is sung by The Joslin Grove Choral Society. Rejoice Ye Pure Heart, from the album 50 Hymns And Praises, was released in the year 2013. The duration of the song is 1:44. Download English songs online from JioSaavn.