There is a fairly good baseline for usability evaluation of task-oriented unimodal spoken dialogue systems (SDSs) but much is still unknown regarding the usability of multimodal and non-task-oriented SDSs. This paper reviews and discusses approaches to usability evaluation of these kinds of SDSs.