Master Sergeant Talley was a member of the 19th Infantry Regiment, 24th Infantry Division. He was Killed in Action while fighting the enemy in South Korea on 19 September 1950.

Talley was awarded the Purple Heart, the Combat Infantryman Badge, the Korean Service Medal, the United Nations Service Medal, the National Defense Service Medal, the Korean Presidential Unit Citation and the Republic of Korea War Service Medal.