Listen to As Time Goes By online. As Time Goes By is an English language song and is sung by Jo Stafford and The Pied Pipers. As Time Goes By, from the album Ultimate Memories, was released in the year 2009. The duration of the song is 3:21. Download English songs online from JioSaavn.