Since our joint model does not involve any additional parameters, we reuse the parameters of the HDP-based model and HMM-based model in the joint model.
we set α 1 = 1000.0, α = 10.0, p s = 0.5 for the HDP-based model and set θ = 1.0, σ = 0.01 for the HMM-based model.