Listen to As Time Goes By online. As Time Goes By is an English language song and is sung by Billie Holiday. As Time Goes By, from the album Billie Holiday - 50 Essential Tracks Vol 3(Digitally Remastered), was released in the year 2011. The duration of the song is 3:11. Download English songs online from JioSaavn.