Device and method for removing artifacts in physiological measurements. The method can comprise the steps of obtaining a physiological signal of a user; obtaining corresponding motion data representative of motion of the user; determining whether the physiological signal is distorted; and if the physiological signal is determined to be distorted, identifying a noise reference and filtering the physiological signal with the noise reference.