Presented herein are implantable sound sensors that include a non-uniform diaphragm mechanically coupled to a vibrating structure of a recipient’s middle or inner ear. The non-uniform diaphragm includes a central region and a peripheral region, where the thickness of the central region is greater than the thickness of the peripheral region.