Baying. Baying is a long, deep, and throaty barking noise that dogs make when they are pursuing prey. For instance, Bassett Hounds, Beagles, Bloodhounds, Foxhounds, and other scent dogs bay to let their human companions know they are hot on the trail. Dogs might also bay when they perceive a threat, such as an unfamiliar person encroaching on.