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 The Christmas Time, was released in the year 2015. The duration of the song is 3:06. Download English songs online from JioSaavn.