Listen to That Glory Train Is Leaving online. That Glory Train Is Leaving is an English language song and is sung by Marvin Morrow. That Glory Train Is Leaving, from the album Holding On to Jesus, was released in the year 2013. The duration of the song is 2:59. Download English songs online from JioSaavn.