Hidden Markov Model (HMM) Toolbox for Matlab
来源:
作者:unkonwn
时间:2004-12-10
点击:
http://www.cs.ubc.ca/~murphyk/Software/HMM/hmm.html
- A tutorial on Hidden Markov Models and selected applications in speech recognition, L. Rabiner, 1989, Proc. IEEE 77(2):257--286.
- What HMMs can do, Jeff Bilmes, U. Washington Tech Report, Feb 2002
- Markovian Models for Sequential Data, Y. Bengio, Neural Computing Surveys 2, 129--162, 1999.
- Probabilistic independence networks for hidden Markov models P. Smyth, D. Heckerman, and M. Jordan, Neural Computation , vol.9, no. 2, 227--269, 1997.
- Notes from Dan Ellis′ class on speech processing at Columbia (2002). I snagged the excellent notes for lecture 10 and Lecture 11.
- Bourlard′s EPFL matlab lab manual on HMMs.
- Bibliography on HMMs (2001)
- Bookmarks on HMMs
- Machine Learning for Sequential Data: A Review. Tom Dietterich. In T. Caelli (Ed.) Lecture Notes in Computer Science (2002).
- Teaching Baum Welch using Excel spreadsheets, Jason Eisner