The tape is replaced! However this may not have solved your problem. If the showerhead still leaks from the joint with the shower arm, there may be dirt or debris in the joint, or damaged threads on the shower arm.

Try tightening the showerhead a little more with your wrench, or reapplying teflon tape to ensure a good layer.