They made me a killer(1946) with Barbara Britton and Robert Lowery

After his brother is killed in an accident, Tom Durling quits his job and drives across country. He gives an attractive girl a ride and is subsequently forced at gun point to be the driver in a bank robbery. During the crime another innocent man, Steve Reynolds, is involved and killed in the escape. After a high-speed chase, the car crashes and Durling is knocked unconscious. The bandits get away, the police arrest Durling and refuse to believe that he isn’t one of the robbers