Product Group: Piano/Vocal/Guitar Singles. Contributor: Kahn, Schwandt & Andre. 'Dream a Little Dream of Me' was a top 20 hit for Frankie Laine and in 1957 sung by Doris Day as well as performed by Louis Armstrong and Ella Fitzgerald. It is perhaps best known for the rendition by "Mama" Cass Elliot of The Mamas & the Papas, in 1968.