Listen to When My Sugar Walks Down The Street online. When My Sugar Walks Down The Street is an English language song and is sung by Billy May and his Orchestra. When My Sugar Walks Down The Street, from the album May Time, was released in the year 2010. The duration of the song is 2:47. Download English songs online from JioSaavn.