Yes, Australian Kelpies bark a lot. Like most dogs used as shepherds, the Australian Kelpie’s voice is one of their main tools when working with livestock. Their tendency to bark is high, especially when nervous. As with any dog, they can be discouraged from barking with proper training and exercise.