Automated Speech Markers of Alzheimer Dementia: Test of Cross-Linguistic Generalizability

These results suggest that while both timing and lexico-semantic features are informative within the same language, only speech timing features demonstrate consistent performance across languages. By focusing on clinically interpretable features, this approach supports the development of clinically usable ASLA tools.

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Publication Details

Journal
Journal of Medical Internet Research
Published
2025-10-15
DOI
https://doi.org/10.2196/74200
Primary Topic
Voice and Speech Disorders
Type
article
Field-Weighted Citation Impact
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article

Automated Speech Markers of Alzheimer Dementia: Test of Cross-Linguistic Generalizability

Boon Lead Tee, Agustín M. Ibáñez, Juan Rafael Orozco‐Arroyave, Jessica Deleon et al.
Journal of Medical Internet Research
Voice and Speech Disorders
article

Automated Speech Markers of Alzheimer Dementia: Test of Cross-Linguistic Generalizability

Boon Lead Tee, Agustín M. Ibáñez, Juan Rafael Orozco‐Arroyave, Jessica Deleon, Maria Luisa Gorno‐Tempini, Elmar Nöth, Maria Schuster, Andrea Slachevsky, Gonzalo Nicolás Pérez, Adolfo M. García, Franco Javier Ferrante, Paula Andrea Pérez-Toro, Andreas Maier
article en

Abstract

These results suggest that while both timing and lexico-semantic features are informative within the same language, only speech timing features demonstrate consistent performance across languages. By focusing on clinically interpretable features, this approach supports the development of clinically usable ASLA tools.

Journal of Medical Internet ResearchVol. 27
Universidad de Santiago de Chile (CL), Consejo Nacional de Investigaciones Científicas y Técnicas (AR), University of California, San Francisco (US), Friedrich-Alexander-Universität Erlangen-Nürnberg (DE), Trinity College Dublin (IE), Adolfo Ibáñez University (CL), Universidad de Buenos Aires (AR), Clínica Alemana (CL), Universidad de Antioquia (CO), Massachusetts General Hospital (US), Hospital del Salvador (CL), University Memory and Aging Center (US), Instituto de Neurología Cognitiva (AR), Instituto de Neurociencia Biomédica (CL), Center for Climate and Resilience Research (CL), Global Brain Health Institute (US), University of Chile (CL), Ludwig-Maximilians-Universität München (DE)
Openalex Percentile: Top 64%
Voice and Speech Disorders
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