The Giallorossi endured a tough campaign in the league as they missed out on European qualification with a sixth-placed finish.
"Last season was difficult," Totti told the club's official television channel. "This year we must do much better. The team is hungry and we want to take revenge after last season."
Totti scored 12 goals for Roma last term.