We characterize the electromechanical coupling coefficient of a thin film of Aluminum Nitride on top of single-crystal diamond using Laser Doppler Vibrometry measurements of surface acoustic waves generated by interdigital transducers on top of the film. This characterization allows us to determine the feasibility of employing such a device as an electromechanical interconnect in diamond hybrid quantum devices.