Result Details

Twenty-Five Years of Evolution in Speech and Language Processing

YU, D.; GONG, Y.; PICHENY, A.; RAMABHADRAN, B.; HAKKANI-TÜR, D.; PRASAD, R.; ZEN, H.; SKOGLUND, J.; ČERNOCKÝ, J.; BURGET, L.; MOHAMED, A. Twenty-Five Years of Evolution in Speech and Language Processing. IEEE SIGNAL PROCESSING MAGAZINE, 2023, vol. 40, no. 5, p. 27-39. ISSN: 1558-0792.
Type
journal article
Language
English
Authors
Yu Dong
GONG, Y.
PICHENY, A.
Ramabhadran Bhuvana
HAKKANI-TÜR, D.
PRASAD, R.
ZEN, H.
SKOGLUND, J.
Černocký Jan, prof. Dr. Ing., DCGM (FIT)
Burget Lukáš, doc. Ing., Ph.D., DCGM (FIT)
MOHAMED, A.
Abstract

In this article, we summarize the evolution of speech and language processing (SLP) in the past 25 years. We first provide a snapshot of popular research topics and the associated state of the art (SOTA) in various subfields of SLP 25 years ago, and then highlight the shift in research topics over the years. We describe the major breakthroughs in each of the subfields and the main driving forces that led us to the SOTA today. Societal impacts and potential future directions are also discussed.

Keywords

speech, language, processing

URL
Published
2023
Pages
27–39
Journal
IEEE SIGNAL PROCESSING MAGAZINE, vol. 40, no. 5, ISSN 1558-0792
DOI
10.1109/MSP.2023.3266155
UT WoS
001036023400002
EID Scopus
2-s2.0-85165877407
BibTeX 
@article{BUT185204,
  author="YU, D. and GONG, Y. and PICHENY, A. and RAMABHADRAN, B. and HAKKANI-TÜR, D. and PRASAD, R. and ZEN, H. and SKOGLUND, J. and ČERNOCKÝ, J. and BURGET, L. and MOHAMED, A.",
  title="Twenty-Five Years of Evolution in Speech and Language Processing",
  journal="IEEE SIGNAL PROCESSING MAGAZINE",
  year="2023",
  volume="40",
  number="5",
  pages="27--39",
  doi="10.1109/MSP.2023.3266155",
  issn="1053-5888",
  url="https://ieeexplore.ieee.org/document/10188908"
}
Files
Projects
Neural Representations in multi-modal and multi-lingual modeling, GACR, Grantové projekty exelence v základním výzkumu EXPRO - 2019, GX19-26934X, start: 2019-01-01, end: 2023-12-31, completed
Research groups
Speech Data Mining Research Group BUT Speech@FIT (RG SPEECH)
Departments
Department of Computer Graphics and Multimedia (DCGM)
Back to top