I doubt if its reduction in membership is anything to do with its name. SO WHY CHANGE THE NAME.
If a football team keeps losing matches, is it the fault of its name ,no it is the fault of how it is being run, the same applies to this organisation, it keeps losing members, why? calling it folk arts or anything else, is not the root of its problem, the root of the problem is possibly poor management, not the name