Listen to Rack Me to Sleep online. Rack Me to Sleep is an English language song and is sung by Little Miss Cornshucks (Mildred Cummings). Rack Me to Sleep, from the album Roots, Volume 5 the 1940's, was released in the year 2010. The duration of the song is 2:51. Download English songs online from JioSaavn.