Finally, we plan to investigate more principled approaches, such as Partially Observable Markov Decision Processes or Dynamic Bayesian Networks, to model the different sources of uncertainty (detection errors and inherent ambiguity) and track the state distribution over time.
in the vast majority of cases, the time after which the user resumes speaking is significantly longer than the time the system takes to endpoint.