Several of the film's cast had appeared in the 1933 hit musical film
College Humor.
Dorothy Dell had been cast in the leading female role but was killed in an automobile accident on June 8, 1934. Screenwriter Francis Martin spent four weeks with Joe Penner, a
vaudeville and radio star who had no previous experience acting in feature films, before the script had been written. Penner also gave three performances at the
Paramount Theatre in New York so that the screenwriters could witness how he performed before a live audience. Lanny Ross, who had recently signed a 70-week radio contract, continued to be heard on his
Maxwell House Show Boat program, the nation's top-rated show, by live remote during the filming of
College Rhythm. Filming took place from mid-August until October 1934. It had originally been scheduled to begin in June 1934 but was delayed repeatedly, including a two-week period just before shooting began in which the film's producers scrambled to find pretty girls with acting talent to fill two roles, which were won by Helen Mack and Mary Brian. The film's score, with seven new songs, was composed by the songwriting team of
Mack Gordon and
Harry Revel. The football scenes were shot at the
Rose Bowl and featured the entire
USC Trojans football team. The
College Rhythm title was originally intended for the unrelated film
She Loves Me Not, but Paramount preserved the other film's original title because of the notoriety of its related novel and stage production. == Reception ==