This case study shows how to implement Hidden Markov Models (HMM) in Stan using basketball player tracking data for the purpose of tagging events. The document doc/hmm.html discusses what a HMM is, ...

This example assumes that you are combining a Deep Neural Network (DNN) with a Hidden Markov Model (HMM) for a hybrid ASR system.