 Joe Burke was born in Philadelphia, Pennsylvania, United States.He graduated from the Philadelphia Conservatory of Music and started as a pianist accompanying silent movies and an arranger in a music publishing firm.He also worked as a film actor, appearing in the 1915 silent movie "The Senator".