Hidden Markov Models (HMMs) Joseph A. Giampapa 6 November 2014 garof@cs.cmu.edu www.cs.cmu.edu/~garof Background of HMMs • Best early tutorial: Lawrence R. Rabiner, “A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition,” in Proceedings of the IEEE, Vol. 77, No. 2, February 1989. DOI: 0018-9219/89/020002, URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=18626 • HMMs – Introduced and studied in late 1960s and 1970s – Became popular in the late 1980s • Reasons…
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