This dissertation explores relationships between perceptual dimensions of percussive timbres and measurements produced by several signal analysis algorithms. The literature of psychophysical timbre experiments since 1941 is reviewed with respect to two contrasting approaches. The earliest attempts at unraveling the interdependent aspects of timbre perception employed multiple adjective scales intended to describe various sonic features….