A Novel Training Algorithm for HMMs with Partial and Noisy Access to the States

Huseyin Ozkan, Arda Akman, Suleyman S. Kozat

This paper proposes a new estimation algorithm for the parameters of an HMM as to best account for the observed data. In this model, in addition to the observation sequence, we hav…