A speech recognition-based solution for the automatic detection of mild cognitive impairment from spontaneous speech

L Tóth, I Hoffmann, G Gosztolya… - Current Alzheimer …, 2018 - ingentaconnect.com
Background: Even today the reliable diagnosis of the prodromal stages of Alzheimer's
disease (AD) remains a great challenge. Our research focuses on the earliest detectable …

[PDF][PDF] Automatic detection of mild cognitive impairment from spontaneous speech using ASR

L Tóth, G Gosztolya, V Vincze, I Hoffmann, G Szatlóczki - 2015 - real.mtak.hu
Abstract Mild Cognitive Impairment (MCI), sometimes regarded as a prodromal stage of
Alzheimer's disease, is a mental disorder that is difficult to diagnose. However, recent …

Identifying mild cognitive impairment and mild Alzheimer's disease based on spontaneous speech using ASR and linguistic features

G Gosztolya, V Vincze, L Tóth, M Pákáski… - Computer Speech & …, 2019 - Elsevier
Alzheimer's disease (AD) is a neurodegenerative disorder that develops for years before
clinical manifestation, while mild cognitive impairment is clinically considered as a …

Advances on automatic speech analysis for early detection of Alzheimer disease: a non-linear multi-task approach

K Lopez-de-Ipina… - Current Alzheimer …, 2018 - ingentaconnect.com
Objective: Nowadays proper detection of cognitive impairment has become a challenge for
the scientific community. Alzheimer's Disease (AD), the most common cause of dementia …

Linguistic features and automatic classifiers for identifying mild cognitive impairment and dementia

L Calzà, G Gagliardi, RR Favretti… - Computer Speech & …, 2021 - Elsevier
Almost 50 million people are living with dementia in 2018 worldwide, and the number will
double every 20 years. The effectiveness of existing pharmacologic treatments for the …

Ten years of research on automatic voice and speech analysis of people with Alzheimer's disease and mild cognitive impairment: a systematic review article

I Martínez-Nicolás, TE Llorente… - Frontiers in …, 2021 - frontiersin.org
Background: The field of voice and speech analysis has become increasingly popular over
the last 10 years, and articles on its use in detecting neurodegenerative diseases have …

[HTML][HTML] Automatic speech analysis for the assessment of patients with predementia and Alzheimer's disease

A König, A Satt, A Sorin, R Hoory… - Alzheimer's & Dementia …, 2015 - Elsevier
Background To evaluate the interest of using automatic speech analyses for the assessment
of mild cognitive impairment (MCI) and early-stage Alzheimer's disease (AD). Methods …

[HTML][HTML] Discriminating speech traits of Alzheimer's disease assessed through a corpus of reading task for Spanish language

O Ivanova, JJG Meilán, F Martínez-Sánchez… - Computer Speech & …, 2022 - Elsevier
It is estimated that between 50% and 75% of all cases of dementia are due to Alzheimer's
disease (AD), the most common neurodegenerative disease among World population …

Using digital speech assessments to detect early signs of cognitive impairment

J Robin, M Xu, LD Kaufman, W Simpson - Frontiers in digital health, 2021 - frontiersin.org
Detecting early signs of cognitive decline is crucial for early detection and treatment of
Alzheimer's Disease. Most of the current screening tools for Alzheimer's Disease represent a …

Use of speech analyses within a mobile application for the assessment of cognitive impairment in elderly people

A Konig, A Satt, A Sorin, R Hoory… - Current Alzheimer …, 2018 - ingentaconnect.com
Background: Various types of dementia and Mild Cognitive Impairment (MCI) are manifested
as irregularities in human speech and language, which have proven to be strong predictors …