Multimodal Deep Learning Models for Detecting Dementia From Speech and Transcripts

Multimodal Deep Learning Models for Detecting Dementia From Speech and Transcripts

Alzheimer's dementia (AD) entails negative psychological, social, and economic consequences not only for the patients but also for their families, relatives, and society in general. Despite the significance of this phenomenon and the importance for an early diagnosis, there are still limitation...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Loukas Ilias, Dimitris Askounis
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: Frontiers Media S.A. 2022-03-01
Cyfres:Frontiers in Aging Neuroscience
Pynciau:
dementia
BERT
Log-Mel spectrogram
Vision Transformer
co-attention
Multimodal Shifting Gate
Mynediad Ar-lein:https://www.frontiersin.org/articles/10.3389/fnagi.2022.830943/full

Rhyngrwyd

https://www.frontiersin.org/articles/10.3389/fnagi.2022.830943/full

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