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Towards Computer-Based Automated Screening of Dementia Through Spontaneous Speech

Dementia, a prevalent disorder of the brain, has negative effects on individuals and society. This paper concerns using Spontaneous Speech (ADReSS) Challenge of Interspeech 2020 to classify Alzheimer's dementia. We used (1) VGGish, a deep, pretrained, Tensorflow model as an audio feature extrac...

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Detalles Bibliográficos
Autores principales: Chlasta, Karol, Wołk, Krzysztof
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7907518/
https://www.ncbi.nlm.nih.gov/pubmed/33643116
http://dx.doi.org/10.3389/fpsyg.2020.623237

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