Listen to Walkin' the Boogie online. Walkin' the Boogie is an English language song and is sung by Memphis Slim. Walkin' the Boogie, from the album The Blues Collection: Memphis Slim, was released in the year 2014. The duration of the song is 3:24. Download English songs online from JioSaavn.