Albert J. Trace (aka Albert Joseph Trace; né Feinberg; 25 December 1900 – 31 August 1993) was an American songwriter and orchestra leader of the 1930s, 1940s and 1950s. His popularity peaked in the Chicago area during the height of the Big Band era. He was the brother of the songwriter Ben Trace.