Concepedia

State Sequence Modeling

State Sequence Modeling is a computational framework within sequence pattern recognition that characterizes temporal dynamics by representing system behaviors as transitions among discrete states, distinguished by its explicit modeling of state dependencies and emission processes in sequential data.

181

Publications

9.3K

Citations

534

Authors

239

Institutions

Publications per year

2017–2026

55

Parents

Publications

181

Speech parameter generation algorithms for HMM-based speech synthesis

Keiichi Tokuda, Takayoshi Yoshimura, Takashi Masuko et al. · 2002 · 1K citations

, , +14

LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks

Hendrik Strobelt, Sebastian Gehrmann, Hanspeter Pfister et al. · IEEE Transactions on Visualization and Computer Graphics · 2017 · 363 citations

, , +15

Oversampled Sigma-Delta Modulation

Robert M. Gray · IEEE Transactions on Communications · 1987 · 354 citations

, , +16

Reconstruction Network for Video Captioning

Bairui Wang, Lin Ma, Wei Zhang et al. · 2018 · 336 citations

, , +11

An HDP-HMM for systems with state persistence

Emily B. Fox, Erik B. Sudderth, Michael I. Jordan et al. · 2008 · 272 citations · Full text

, , +12

1–5 of 181

Authors

534

  1. MI
    Michael I. Jordan

    University of California, Berkeley, United States

    5 publications · 455 citations

    5

    h-index

  2. TK
    Tadashi Kitamura

    Kitasato University, Japan

    5 publications · 1.4K citations

    5

    h-index

  3. KT
    Keiichi Tokuda

    Nagoya Institute of Technology, Japan

    5 publications · 1.4K citations

    5

    h-index

  4. EB
    Emily B. Fox

    University of Washington, United States

    4 publications · 370 citations

    4

    h-index

  5. AS
    Alan S. Willsky

    Massachusetts Institute of Technology, United States

    4 publications · 370 citations

    4

    h-index

1–5 of 534

Institutions

239

  1. Massachusetts Institute of Technology

    Cambridge, United States

    6 h-index

    12 publications

    875 citations

  2. AT&T (United States)

    Bedminster, United States

    5 h-index

    12 publications

    273 citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    10 publications

    479 citations

  4. University of Cambridge

    Cambridge, United Kingdom

    5 h-index

    10 publications

    372 citations

  5. Tokyo Institute of Technology

    Tokyo, Japan

    5 h-index

    11 publications

    3.2K citations

  6. Nagoya Institute of Technology

    Nagoya, Japan

    5 h-index

    15 publications

    4.1K citations

  7. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    4 h-index

    7 publications

    241 citations

  8. University of California, Berkeley

    Berkeley, United States

    4 h-index

    7 publications

    871 citations

1–8 of 239

Venues

  1. arXiv (Cornell University)

    Repository · 8 publications · 230 citations

    8

    h-index

  2. IEEE Access

    4 publications · 128 citations

    4

    h-index

  3. IEEE Transactions on Signal Processing

    4 publications · 119 citations

    4

    h-index

  4. Computer Speech & Language

    3 publications · 203 citations

    3

    h-index

  5. IEEE Transactions on Information Theory

    3 publications · 86 citations

    3

    h-index

1–5