I'm going strictly off of my guitar knowledge here, but if drums are anything like guitar, the tone wood has almost no noticeable effect on the tone.
You would have to have a very good ear to tell the difference between mahogany, basswood, and alder. And I am almost positive no one would 100% a blind-fold test on these woods. As for birch vs maple, i dunno, but I assume the same applies.