amazing GOOP contact Adhesive??You need something that would be able withstand the movement of the cone. Amazing goop works perfect it's very popular for fixes like this in the car audio world. Pick some up at a automotive store for 5 or so bucks.
You can dab some on the front of the cone or behind or do both.