Concepedia

Subword Modeling

Subword Modeling is a computational linguistic method that segments speech or text into linguistic units smaller than a word—such as phonemes, syllables, or morphemes—to improve recognition accuracy by capturing sublexical patterns in spoken language processing.

352

Publications

17.2K

Citations

941

Authors

284

Institutions

Publications per year

2017–2026

135

Parents

Publications

352

Tandem connectionist feature extraction for conventional HMM systems

Hynek Heřmanský, Dan Ellis, Sanjay Sharma · 2002 · 694 citations

, , +16

Small-footprint keyword spotting using deep neural networks

Guoguo Chen, Carolina Parada, Georg Heigold · 2014 · 567 citations

, , +16

BioWordVec, improving biomedical word embeddings with subword information and MeSH

Yijia Zhang, Qingyu Chen, Zhihao Yang et al. · Scientific Data · 2019 · 477 citations · Full text

, , +11

Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors

Yansen Wang, Ying Shen, Zhun Liu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 454 citations · Full text

, , +16

Neural Machine Translation of Rare Words with Subword Units

Rico Sennrich, Barry Haddow, Alexandra Birch · 2016 · 446 citations · Full text

, , +14

1–5 of 352

Authors

941

  1. MS
    Murat Saraçlar

    Boğaziçi University, Türkiye

    13 publications · 596 citations

    11

    h-index

  2. HS
    Haşim Sak

    Google (United States), United States

    9 publications · 599 citations

    9

    h-index

  3. MK
    Mikko Kurimo

    Aalto University, Finland

    9 publications · 349 citations

    9

    h-index

  4. CL
    Chin‐Hui Lee

    Georgia Institute of Technology, United States

    8 publications · 156 citations

    8

    h-index

  5. ED
    Emmanuel Dupoux

    Laboratoire de Sciences Cognitives et Psycholinguistique, France

    7 publications · 406 citations

    7

    h-index

1–5 of 941

Institutions

284

  1. Carnegie Mellon University

    Pittsburgh, United States

    17 h-index

    64 publications

    6.1K citations

  2. Johns Hopkins University

    Baltimore, United States

    16 h-index

    38 publications

    2.9K citations

  3. Google (United States)

    Mountain View, United States

    12 h-index

    40 publications

    4.2K citations

  4. Boğaziçi University

    Istanbul, Türkiye

    11 h-index

    30 publications

    1.4K citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    11 h-index

    17 publications

    1.6K citations

  6. University of Edinburgh

    Edinburgh, United Kingdom

    10 h-index

    25 publications

    1.8K citations

  7. AT&T (United States)

    Bedminster, United States

    10 h-index

    33 publications

    1.3K citations

  8. University of Cambridge

    Cambridge, United Kingdom

    6 h-index

    14 publications

    617 citations

1–8 of 284

Venues

  1. arXiv (Cornell University)

    Repository · 24 publications · 824 citations

    16

    h-index

  2. 8

    h-index

  3. Theoretical Computer Science

    6 publications · 561 citations

    6

    h-index

  4. Speech Communication

    5 publications · 258 citations

    5

    h-index

  5. 5

    h-index

1–5