Cognitive Decline Detection using DLB Extraction Pipelines
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F26%3AM4AAWU53" target="_blank" >RIV/00216208:11320/26:M4AAWU53 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/ICASSP49660.2025.10890866" target="_blank" >http://dx.doi.org/10.1109/ICASSP49660.2025.10890866</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ICASSP49660.2025.10890866" target="_blank" >10.1109/ICASSP49660.2025.10890866</a>
Alternative languages
Result language
angličtina
Original language name
Cognitive Decline Detection using DLB Extraction Pipelines
Original language description
The Prediction and Recognition of Cognitive Decline through Spontaneous Speech (PROCESS) Signal Processing Grand Challenge focuses on detecting dementia by analyzing spontaneous speech production. The challenge proposes a classification task to distinguish between subjects categorized as healthy controls, mild cognitive impairment, and dementia. Our team tackled this task by leveraging Digital Linguistic Biomarkers (DLBs) extracted from speech. Our system outperformed over 100 competing systems, earning us first place in the classification task. © 2025 IEEE.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
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Others
Publication year
2025
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
ICASSP IEEE Int Conf Acoust Speech Signal Process Proc
ISBN
979-8-3503-6874-1
ISSN
15206149
e-ISSN
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Number of pages
2
Pages from-to
1-2
Publisher name
Institute of Electrical and Electronics Engineers Inc.
Place of publication
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Event location
Hyderabad
Event date
Jan 1, 2026
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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