Exploiting Relevance of Speech to Sleepiness Detection via Attention Mechanism

Bang Tran; Youxiang Zhu; James W. Schwoebel; Xiaohui Liang

doi:10.1109/ICC45041.2023.10279777

Exploiting Relevance of Speech to Sleepiness Detection via Attention Mechanism

Bang Tran
, Youxiang Zhu
, James W. Schwoebel
, Xiaohui Liang

Computer Science

University of Massachusetts Boston

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	ICC 2023 - IEEE International Conference on Communications
Subtitle of host publication	Sustainable Communications for Renaissance
Editors	Michele Zorzi, Meixia Tao, Walid Saad
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	5527-5532
Number of pages	6
ISBN (Electronic)	9781538674628
DOIs	https://doi.org/10.1109/ICC45041.2023.10279777
State	Published - 2023
Event	2023 IEEE International Conference on Communications, ICC 2023 - Rome, Italy Duration: May 28 2023 → Jun 1 2023

Publication series

Name	IEEE International Conference on Communications
Volume	2023-May
ISSN (Print)	1550-3607

Conference

Conference	2023 IEEE International Conference on Communications, ICC 2023
Country/Territory	Italy
City	Rome
Period	5/28/23 → 6/1/23

ASJC Scopus Subject Areas

Computer Networks and Communications
Electrical and Electronic Engineering

Keywords

Attention
Deep learning
Human speech
Sleepiness detection

Access to Document

10.1109/ICC45041.2023.10279777

Cite this

Tran, B., Zhu, Y., Schwoebel, J. W., & Liang, X. (2023). Exploiting Relevance of Speech to Sleepiness Detection via Attention Mechanism. In M. Zorzi, M. Tao, & W. Saad (Eds.), ICC 2023 - IEEE International Conference on Communications: Sustainable Communications for Renaissance (pp. 5527-5532). (IEEE International Conference on Communications; Vol. 2023-May). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICC45041.2023.10279777

Exploiting Relevance of Speech to Sleepiness Detection via Attention Mechanism. / Tran, Bang; Zhu, Youxiang; Schwoebel, James W. et al.
ICC 2023 - IEEE International Conference on Communications: Sustainable Communications for Renaissance. ed. / Michele Zorzi; Meixia Tao; Walid Saad. Institute of Electrical and Electronics Engineers Inc., 2023. p. 5527-5532 (IEEE International Conference on Communications; Vol. 2023-May).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Tran, B, Zhu, Y, Schwoebel, JW & Liang, X 2023, Exploiting Relevance of Speech to Sleepiness Detection via Attention Mechanism. in M Zorzi, M Tao & W Saad (eds), ICC 2023 - IEEE International Conference on Communications: Sustainable Communications for Renaissance. IEEE International Conference on Communications, vol. 2023-May, Institute of Electrical and Electronics Engineers Inc., pp. 5527-5532, 2023 IEEE International Conference on Communications, ICC 2023, Rome, Italy, 5/28/23. https://doi.org/10.1109/ICC45041.2023.10279777

Tran B, Zhu Y, Schwoebel JW, Liang X. Exploiting Relevance of Speech to Sleepiness Detection via Attention Mechanism. In Zorzi M, Tao M, Saad W, editors, ICC 2023 - IEEE International Conference on Communications: Sustainable Communications for Renaissance. Institute of Electrical and Electronics Engineers Inc. 2023. p. 5527-5532. (IEEE International Conference on Communications). doi: 10.1109/ICC45041.2023.10279777

Tran, Bang ; Zhu, Youxiang ; Schwoebel, James W. et al. / Exploiting Relevance of Speech to Sleepiness Detection via Attention Mechanism. ICC 2023 - IEEE International Conference on Communications: Sustainable Communications for Renaissance. editor / Michele Zorzi ; Meixia Tao ; Walid Saad. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 5527-5532 (IEEE International Conference on Communications).

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Exploiting Relevance of Speech to Sleepiness Detection via Attention Mechanism

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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