The crash happened early Saturday morning at 59th and Ashland. Barbour allegedly ran a red light.
Twenty-eight-year-old Lawrence Peterson, of East Chicago, Indiana, and 27-year-old William Taylor, of Chicago, were killed.
A third man was critically injured.