A bone conduction transducer for a wearable computing system is provided. The bone conduction transducer includes a magnetic diaphragm configured to vibrate in response to a time-changing magnetic field generated by an electromagnetic coil operated according to electrical input signals. The magnetic diaphragm is elastically suspended over the electromagnetic coil to allow excursion toward and away from the coil by a pair of cantilevered leaf springs projected from opposing sides of the transducer to connect to opposing sides of the magnetic diaphragm. The bone conduction transducer is included in the wearable computing system to be worn against a bony structure of the wearer that allows acoustic signals to propagate to the wearer's inner ear and achieve sound perception in response to vibrations in the bone conduction transducer.