Listen to Walking to Jerusalem online. Walking to Jerusalem is an English language song and is sung by Mahalia Jackson. Walking to Jerusalem, from the album Mahalia Jackson Canta la Navidad, was released in the year 2013. The duration of the song is 3:06. Download English songs online from JioSaavn.