Song's goal was his first at Emirates Stadium.
The Cameroon defensive midfielder believes Wenger's squad have the character of champions.
"This team is very special," he said.
"We can fight when we need to fight and when we can play good football when we get the chance to play good football.
"Now we know that we can also go away from home and be ready for every team and be ready for the fight."