The movements of a guqin player and several listeners were recorded using kinematic sensors. Movement velocities were extracted to test whether listeners correlate with each other and with the player. The experiment revealed that listeners tend to mimic action events that underlay music. The findings provide evidence for the hypothesis that music perception has roots in action. The study offers a new methodology for studying the action-based component of music perception in several domains of music research.