An
overview of HMM-based segmentation
A generalized risk-based approach to
segmentation based on hidden Markov models
An illustration of various decoders, including
the Viterbi and BCJR
A
constructive proof of the existence of Viterbi Processes (pdf)
The Adjusted
Viterbi training for hidden Markov models (pdf) an article in Bernoulli
Adjusted Viterbi training for
hidden Markov models (pdf)
Infinite Viterbi
Alignments in the two state Hidden Markov Models (pdf) in Acta et
Communicationes Universitatis Tartuensis
On Adjusted Viterbi
Training. (from Springer) local copy
Adjusted Viterbi
Training. A Proof of Concept. (pdf)
Outdated: Matlab Code for basic experiments
on Adjusted Viterbi Training in mixtures: Known weights
VT.m (Baseline)
Viterbi Training
VA1.m Adjusted Viterbi
Training
EM
Unknown weights
VT_uw_corr.m
(Baseline) Viterbi Training with weight correction
VA1_uw_corr.m
Adjusted Viterbi Training with weight correction
VT_uw.m
(Baseline) Viterbi Training no weight correction
VA1_uw.m
Adjusted Viterbi Training no weight correction
EM_uw.m
EM
Tue Oct 28 18:33 +2 2003
Last update: Oct 23 2010