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Discussion of parameter estimation in biological modelling: Algorithms for estimation and evaluation of the estimates

✍ Scribed by J. Swartz; H. Bremermann


Publisher
Springer
Year
1975
Tongue
English
Weight
776 KB
Volume
1
Category
Article
ISSN
0303-6812

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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