Listen to Rockin' Chair online. Rockin' Chair is an English language song and is sung by The Mills Brothers, Donald Mills, Herbert Mills, Harry Mills and John Mills Jr. Rockin' Chair, from the album The Anthology: 1931 - 1968, was released in the year 1995. The duration of the song is 2:38. Download English songs online from JioSaavn.