The two Canadian stars will sing When You’re Gone for the Anthology CD from Adams.
It will be the first time for the actress to sing. The original song was performed by Mel C, the former Spice Girl, and Adams.
Anderson and Adams worked together previously. Adams, who is known for his love of photography, has taken pictures of the actress for his book Made in Canada in 1999.