✦ LIBER ✦

Hidden semi-Markov models

✍ Scribed by Shun-Zheng Yu

Publisher: Elsevier Science
Year: 2010
Tongue: English
Weight: 558 KB
Volume: 174
Category: Article
ISSN: 0004-3702
DOI: 10.1016/j.artint.2009.11.011

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

Semi-continuous hidden Markov models for

Semi-continuous hidden Markov models for speech signals

✍ X.D. Huang; M.A. Jack 📂 Article 📅 1989 🏛 Elsevier Science 🌐 English ⚖ 993 KB

The semi-relaxed algorithm for estimatin

The semi-relaxed algorithm for estimating parameters of hidden Markov models

✍ Li Deng 📂 Article 📅 1991 🏛 Elsevier Science 🌐 English ⚖ 489 KB

For hidden Markov model (HMM) based speech recognition where the basic speech unit is smaller than the recognizer's output unit, the standard full Baum-Welch re-estimation procedure for the HMM training is very costly in computation. This is hecause it requires evaluation of the HMM output densities

Learning discrete hidden Markov models

✍ Luís Geraldo P. Meloni 📂 Article 📅 2000 🏛 John Wiley and Sons 🌐 English ⚖ 151 KB

Hidden Markov Models and Animal Behaviou

Hidden Markov Models and Animal Behaviour

✍ Iain L. Macdonald; David Raubenheimer 📂 Article 📅 1995 🏛 John Wiley and Sons 🌐 English ⚖ 636 KB

Age-usage semi-Markov models

✍ Guglielmo D’Amico 📂 Article 📅 2011 🏛 Elsevier Science 🌐 English ⚖ 259 KB

Dynamic graphical models and nonhomogene

Dynamic graphical models and nonhomogeneous hidden Markov models

✍ Beatriz Lacruz; Pilar Lasala; Alberto Lekuona 📂 Article 📅 2000 🏛 Elsevier Science 🌐 English ⚖ 153 KB

We propose a dynamic graphical model which generalizes nonhomogeneous hidden Markov models. Inference and forecast procedures are developed. A comparison with an exact propagation algorithm is established and equivalence is stated.