Concepedia

Baum-welch Algorithm

The Baum-Welch Algorithm is an expectation-maximization algorithm used to estimate the parameters of a hidden Markov model by iteratively maximizing the likelihood of observed data given the model.

241

Publications

14.9K

Citations

575

Authors

261

Institutions

Publications per year

2017–2026

33

Variants

Baum-welch

Parents

Publications

241

A gentle tutorial of the em algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models

Jeffrey A. Bilmes · 1998 · 2.5K citations

, , +17

An Introduction to the Application of the Theory of Probabilistic Functions of a Markov Process to Automatic Speech Recognition

S. Levinson, L. R. Rabiner, M. M. Sondhi · Bell System Technical Journal · 1983 · 988 citations

, , +12

The generalized distributive law

S.M. Aji, Robert J. McEliece · IEEE Transactions on Information Theory · 2000 · 754 citations

, , +16

The segmental K-means algorithm for estimating parameters of hidden Markov models

B.-H. Juang, L. R. Rabiner · IEEE Transactions on Acoustics Speech and Signal Processing · 1990 · 410 citations

, , +16

Boosted MMI for model and feature-space discriminative training

Daniel Povey, Dimitri Kanevsky, Brian Kingsbury et al. · Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing · 2008 · 347 citations

, , +11

1–5 of 241

Authors

575

  1. HN
    Hermann Ney

    RWTH Aachen University, Germany

    5 publications · 167 citations

    5

    h-index

  2. PK
    Patrick Kenny

    Computer Research Institute of Montréal, Canada

    4 publications · 317 citations

    4

    h-index

  3. AK
    Anders Krogh

    University of Copenhagen, Denmark

    4 publications · 156 citations

    4

    h-index

  4. JH
    Jenq–Neng Hwang

    University of Washington, United States

    4 publications · 87 citations

    4

    h-index

  5. KW
    Kyoung‐Jae Won

    University of Pennsylvania, United States

    4 publications · 156 citations

    4

    h-index

1–5 of 575

Institutions

261

  1. Universitat Politècnica de Catalunya

    Barcelona, Spain

    5 h-index

    11 publications

    301 citations

  2. University of Washington

    Seattle, United States

    5 h-index

    8 publications

    276 citations

  3. AT&T (United States)

    Bedminster, United States

    5 h-index

    10 publications

    1.4K citations

  4. Australian National University

    Canberra, Australia

    4 h-index

    6 publications

    644 citations

  5. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    4 h-index

    15 publications

    2.4K citations

  6. Georgia Institute of Technology

    Atlanta, United States

    4 h-index

    9 publications

    325 citations

  7. Stevens Institute of Technology

    Hoboken, United States

    4 h-index

    4 publications

    136 citations

  8. University of California, Berkeley

    Berkeley, United States

    4 h-index

    6 publications

    2.9K citations

1–8 of 261

Venues

  1. IEEE Transactions on Signal Processing

    11 publications · 673 citations

    11

    h-index

  2. 5

    h-index

  3. BMC Bioinformatics

    4 publications · 168 citations

    4

    h-index

  4. Bioinformatics

    4 publications · 197 citations

    4

    h-index

  5. 4

    h-index

1–5