Shoot a heavier arrow. Speed bows are loud(er) than bows that shoot a little slower... the more stored energy... the more wasted energy.... wasted energy is either noise, vibration or both... but it has to go somewhere.

The other possibility is that something is out of whack... which depending on how much you mess with your bow and your level of expertise is either exactly the problem or just a possiblity.