Listen to As Time Goes By online. As Time Goes By is an English language song and is sung by Fats Domino. As Time Goes By, from the album Rockin' & Rollin' with Fats Domino, was released in the year 2016. The duration of the song is 1:40. Download English songs online from JioSaavn.