 Duke Ellington's Orchestra, 1942. Billy Strayhorn, the composer of My Little Brown Book. And when the Ellington Orchestra went into the studio to pay tribute to Billy Strayhorn after he died in 1967, they recorded My Little Brown Book with Duke Ellington at the piano.