Sequential Data

This paper proposes a discriminative HMM (DHMM) with long state dependence (LSD- DHMM) to segment and label sequential data. The LSD-DHMM overcomes the strong context independent assumption in traditional generative …...

AbstractThe development of new methods for given speech and natural language processing tasks usually consists in annotating large corpora of data before applying machine learning techniques to train models or …...