Talonen made her senior Finland women's national football team debut in March 2004 at a 4–0 defeat to China in the Algarve Cup. Her goalscoring exploits with FC Honka earned Talonen a place in the national squad for UEFA Women's Euro 2005 in North West England. She played in two matches as the Finns reached the semi-final.