This paper investigates the use of higher order spectra (HOS) phase features in the task of speaker identification. Within the speech processing community, short time spectral phase information is widely regarded as unimportant for speaker recognition. Features are generally defined from the magnitude spectrum only. This paper utilises features that contain both magnitude and phase spectral inf...