Birthday Coffee Cake Recipe | King Arthur Baking: Inspired by confetti cake, this birthday coffee cake has all the quintessential qualities of a classic birthday cake: a soft crumb, chocolate filling, almond and vanilla flavoring, plus sprinkles for decoration.