Before revision:  Stochastic volatility is  a hidden Markov model (HMM) , and HMMs ordinarily warrant filtering.
After revision:  Stochastic volatility is the unobserved state in a hidden Markov model (HMM) , and HMMs ordinarily warrant filtering.