My son is a jazz drummer and our cats head for the hills when he starts playing - the drums don't bother them too much, it's the cymbals they don't like. Belle doesn't like my guitar either - just seeing me get out the case is enough to send her outside! The other 2 don't mind it so much. They will even stick around while I play.
Cheers
JennieG