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An HMM example
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PDF Estimation using HMMs
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Multiple Records
Contents
MATLAB toolbox for HMM
We will demonstrate the HMM toolbox by example.
Subsections
An HMM example
Creating feature data for training.
Initializing HMM parameters
Training using the Baum-Welch algorithm
Viewing the state PDF's
Annealing
Creating Synthetic Observations
Estimating the states: the Viterbi algorithm.
Classifying using the trained HMM parameters
