Figure 6: Grammar network used for constructing a composite HMM from silence, cough, and background HMMs. This parallel structure is the most simple and freest way to combine the individual HMMs. The gray boxes represent dummy states that route the outputs to the inputs (and, importantly, do not cost a time unit).