Analyzing Multimodal Features of Spontaneous Voice Assistant Commands for Mild Cognitive Impairment Detection

Nana Lin; Youxiang Zhu; Xiaohui Liang; John A. Batsis; Caroline Summerour

doi:10.21437/Interspeech.2024-2288

Analyzing Multimodal Features of Spontaneous Voice Assistant Commands for Mild Cognitive Impairment Detection

Nana Lin
, Youxiang Zhu
, Xiaohui Liang
, John A. Batsis
, Caroline Summerour

Computer Science

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

Original language	English
Pages (from-to)	3030-3034
Number of pages	5
Journal	Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
DOIs	https://doi.org/10.21437/Interspeech.2024-2288
State	Published - 2024
Event	25th Interspeech Conferece 2024 - Kos Island, Greece Duration: Sep 1 2024 → Sep 5 2024

ASJC Scopus Subject Areas

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

Keywords

machine learning
mild cognitive impairment
multimodal model
speech analysis

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10.21437/Interspeech.2024-2288

Cite this

@article{e00e3f0f29294135bd356439c89ebf57,

title = "Analyzing Multimodal Features of Spontaneous Voice Assistant Commands for Mild Cognitive Impairment Detection",

keywords = "machine learning, mild cognitive impairment, multimodal model, speech analysis",

author = "Nana Lin and Youxiang Zhu and Xiaohui Liang and Batsis, \{John A.\} and Caroline Summerour",

note = "Publisher Copyright: {\textcopyright} 2024 International Speech Communication Association. All rights reserved.; 25th Interspeech Conferece 2024 ; Conference date: 01-09-2024 Through 05-09-2024",

year = "2024",

doi = "10.21437/Interspeech.2024-2288",

language = "English",

pages = "3030--3034",

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

issn = "2308-457X",

publisher = "International Speech Communication Association",

}

TY - JOUR

T1 - Analyzing Multimodal Features of Spontaneous Voice Assistant Commands for Mild Cognitive Impairment Detection

AU - Lin, Nana

AU - Zhu, Youxiang

AU - Liang, Xiaohui

AU - Batsis, John A.

AU - Summerour, Caroline

PY - 2024

Y1 - 2024

KW - machine learning

KW - mild cognitive impairment

KW - multimodal model

KW - speech analysis

UR - https://www.scopus.com/pages/publications/85214824781

UR - https://www.scopus.com/pages/publications/85214824781#tab=citedBy

U2 - 10.21437/Interspeech.2024-2288

DO - 10.21437/Interspeech.2024-2288

M3 - Conference article

AN - SCOPUS:85214824781

SN - 2308-457X

SP - 3030

EP - 3034

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 - 25th Interspeech Conferece 2024

Y2 - 1 September 2024 through 5 September 2024

ER -

Analyzing Multimodal Features of Spontaneous Voice Assistant Commands for Mild Cognitive Impairment Detection

ASJC Scopus Subject Areas

Keywords

Access to Document

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