Herman Hupfeld wrote "As Time Goes By" for the 1931 Broadway musical Everybody's Welcome. In the original show, it was sung by Frances Williams. It was recorded that year by several artists, including Rudy Vallée and Binnie Hale, as well as orchestra recordings by Jacques Renard and Fred Rich. In terms of popularity at the time, it was a modest hit.