HMM for short independent sequences: Multiple sequence Baum-Welch application

Margarita Cabrera-Bean, Josep Vidal, Sergio Fernandez-Bertolin +2

In the classical setting, the training of a Hidden Markov Model (HMM) typically relies on a single, sufficiently long observation sequence that can be regarded as representative of…