In 1923, Blake made three films for Lee de Forest in de Forest's Phonofilm sound-on-film process: "Noble Sissle and Eubie Blake", featuring their song "Affectionate Dan"; "Sissle and Blake Sing Snappy Songs", featuring "Sons of Old Black Joe" and "My Swanee Home"; and "Eubie Blake Plays His Fantasy on Swanee River", featuring Blake performing his "Fantasy on Swanee River". These films are preserved in the Maurice Zouary film collection in the Library of Congress collection. He also appeared in Warner Brothers' 1932 short film "Pie, Pie Blackbird" with the Nicholas Brothers, Nina Mae McKinney, and Noble Sissle. That same year he and his orchestra provided as well most of the music for the film "Harlem Is Heaven".