EWA-DB, Slovak Database of Speech Affected by Neurodegenerative Diseases

Author:

Rusko MilanORCID,Sabo RóbertORCID,Trnka MariánORCID,Zimmermann Alfréd,Malaschitz Richard,Ružický EugenORCID,Brandoburová PetraORCID,Kevická ViktóriaORCID,Škorvánek Matej

Abstract

AbstractA new Slovak speech database EWA-DB was created for research purposes aimed at early detection of neurodegenerative diseases from speech. It contains 1649 speakers performing various speech and language tasks, such as sustained vowel phonation, diadochokinesis, naming and picture description. The sample of speakers consists of individuals with Alzheimer’s disease, mild cognitive impairment, Parkinson’s disease, and healthy controls. In this article we describe the EWA-DB development process, the language and speech task selection, patient and healthy control recruitment, as well as the testing and recording protocol. The structure and content of the database and file formats are described in detail. We assume that the presented database could be suitable for the development of automatic systems predicting the diagnoses of Alzheimer’s disease, mild cognitive impairment, and Parkinson’s disease from language and speech features.

Publisher

Cold Spring Harbor Laboratory

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Detecting Dementia from Transcribed Speech in Slovak using Pre-trained BERT Models;2024 34th International Conference Radioelektronika (RADIOELEKTRONIKA);2024-04-17

2. Identification of Smith–Magenis syndrome cases through an experimental evaluation of machine learning methods;Frontiers in Computational Neuroscience;2024-03-22

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