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HMM Methods

related publication(s):

A tutorial on Hidden Markov Models and selected applications in speech recognition.
Lawrence R. Rabiner.
Proceedings of the IEEE. 1989. 257--285.

definition: Probabilistic modeling of sequential data by assuming underlying (hidden) state sequences that produce observed (visible) sequences.
See also the corresponding HLT Survey chapter: http://www.lt-world.org/hlt_survey/ltw-chapter1-5.pdf
related person(s):
  • Leonard Baum
  • Doug Cutting
  • Lawrence Rabiner
  • Frederick Jelínek
  • Andrei Andreyevich Markov
relevant source(s):
abbreviation(s): HMM