The side from the capital won with goals from Mirko Vucinic and Rodrigo Taddei to knock out the Turin outfit, and will meet holders Inter, who knocked Napoli out on penalties.
The other semi final will be between Milan and Palermo, who knocked out Sampdoria and Parma respectively.