Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data

Youxiang Zhu; Xiaohui Liang; John A. Batsis; Robert M. Roth

doi:10.21437/Interspeech.2022-10862

Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data

Youxiang Zhu
, Xiaohui Liang
, John A. Batsis
, Robert M. Roth

Computer Science

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Pages (from-to)	2183-2187
Number of pages	5
Journal	Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Volume	2022-September
DOIs	https://doi.org/10.21437/Interspeech.2022-10862
State	Published - 2022
Event	23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 - Incheon, Korea, Republic of Duration: Sep 18 2022 → Sep 22 2022

ASJC Scopus Subject Areas

Language and Linguistics
Human-Computer Interaction
Signal Processing
Software
Modeling and Simulation

Keywords

Dementia
intermediate pretraining
perplexity

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10.21437/Interspeech.2022-10862

Cite this

@article{d2e63946902c4226a0d30dea84e94259,

title = "Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data",

keywords = "Dementia, intermediate pretraining, perplexity",

author = "Youxiang Zhu and Xiaohui Liang and Batsis, \{John A.\} and Roth, \{Robert M.\}",

note = "Publisher Copyright: Copyright {\textcopyright} 2022 ISCA.; 23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 ; Conference date: 18-09-2022 Through 22-09-2022",

year = "2022",

doi = "10.21437/Interspeech.2022-10862",

language = "English",

volume = "2022-September",

pages = "2183--2187",

journal = "Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH",

issn = "2308-457X",

publisher = "International Speech Communication Association",

}

TY - JOUR

T1 - Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data

AU - Zhu, Youxiang

AU - Liang, Xiaohui

AU - Batsis, John A.

AU - Roth, Robert M.

PY - 2022

Y1 - 2022

KW - Dementia

KW - intermediate pretraining

KW - perplexity

UR - https://www.scopus.com/pages/publications/85140097059

UR - https://www.scopus.com/pages/publications/85140097059#tab=citedBy

U2 - 10.21437/Interspeech.2022-10862

DO - 10.21437/Interspeech.2022-10862

M3 - Conference article

AN - SCOPUS:85140097059

SN - 2308-457X

VL - 2022-September

SP - 2183

EP - 2187

JO - Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

JF - Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

T2 - 23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022

Y2 - 18 September 2022 through 22 September 2022

ER -

Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data

ASJC Scopus Subject Areas

Keywords

Access to Document

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