Yes, both DP and HDMI carry audio. The HDMI from 2.0b version introduced audio support, going from supporting 16-bit to 24-bit sounds, while DisplayPort has supported it since its first version. HDMI 2.0 and DisplayPort 1.4 both support 32 audio channels at 1536 kHz.