The collision was reported at around noon in the area of San Fernando Road and Doran Street, according to the Glendale Police Department.
Glendale firefighters and police responded to the scene and found an unidentified male died from his injuries.
Train services between Burbank and downtown were impacted, and passengers had to be moved to buses.
No further information was released as authorities continued to investigate the scene.