Listen to Let's Walk That-A-Way online. Let's Walk That-A-Way is an English language song and is sung by Doris Day and Johnnie Ray. Let's Walk That-A-Way, from the album Duets With The Guys, was released in the year 2011. The duration of the song is 2:37. Download English songs online from JioSaavn.