Detecting dementia from speech and transcripts using transformers

2023/01/14 by Loukas Ilias, Dimitris Askounis, John Psarras · 1 citation
Computer Science · Psychology · #Emotion and Mood Recognition #Speech Recognition and Synthesis #Speech and Audio Processing

paper · doi:10.1016/j.csl.2023.101485

openalex publication_date 2023/01/14 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Citations

• Very Deep Convolutional Networks for Large-Scale Image Recognition
• The Natural History of Alzheimer's Disease
• Wide Residual Networks
• auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks
• PyTorch: An Imperative Style, High-Performance Deep Learning Library
• An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
• An automatic Alzheimer’s disease classifier based on spontaneous spoken English

Cited by

• Foundation Model-based Evaluation of Neuropsychiatric Disorders: A Lifespan-Inclusive, Multi-Modal, and Multi-Lingual Study