Even if you are novice in woodwork, gluing felt to wood should not be too difficult for you to do. But it can be a little tricky because felt tends to soak up glue and thereby create a whole mess.
The strategy should be to be precise and careful with it. Don’t do this in a hurry or you will have to do it all over again.