A review of automated speech and language features for assessment of cognitive and thought disorders
It is widely accepted that information derived from analyzing speech (the acoustic signal)
and language production (words and sentences) serves as a useful window into the health …
and language production (words and sentences) serves as a useful window into the health …
Spoken language derived measures for detecting mild cognitive impairment
B Roark, M Mitchell, JP Hosom… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Spoken responses produced by subjects during neuropsychological exams can provide
diagnostic markers beyond exam performance. In particular, characteristics of the spoken …
diagnostic markers beyond exam performance. In particular, characteristics of the spoken …
A multi-modal array of interpretable features to evaluate language and speech patterns in different neurological disorders
Speech-based automatic approaches for evaluating neurological disorders (NDs) depend
on feature extraction before the classification pipeline. It is preferable for these features to be …
on feature extraction before the classification pipeline. It is preferable for these features to be …
A new diagnostic approach for the identification of patients with neurodegenerative cognitive complaints
S Al-Hameed, M Benaissa, H Christensen… - PLoS …, 2019 - journals.plos.org
Neurodegenerative diseases causing dementia are known to affect a person's speech and
language. Part of the expert assessment in memory clinics therefore routinely focuses on …
language. Part of the expert assessment in memory clinics therefore routinely focuses on …
Speech as a biomarker: Opportunities, interpretability, and challenges
Purpose: Over the past decade, the signal processing and machine learning literature has
demonstrated notable advancements in automated speech processing with the use of …
demonstrated notable advancements in automated speech processing with the use of …
Automated assessment of psychiatric disorders using speech: A systematic review
Objective There are many barriers to accessing mental health assessments including cost
and stigma. Even when individuals receive professional care, assessments are intermittent …
and stigma. Even when individuals receive professional care, assessments are intermittent …
[PDF][PDF] Detecting mild cognitive impairment by exploiting linguistic information from transcripts
Here we seek to automatically identify Hungarian patients suffering from mild cognitive
impairment (MCI) based on linguistic features collected from their speech transcripts. Our …
impairment (MCI) based on linguistic features collected from their speech transcripts. Our …
Automated detection of mild cognitive impairment and dementia from voice recordings: A natural language processing approach
Introduction Automated computational assessment of neuropsychological tests would
enable widespread, costeffective screening for dementia. Methods A novel natural …
enable widespread, costeffective screening for dementia. Methods A novel natural …
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 …
double every 20 years. The effectiveness of existing pharmacologic treatments for the …
Automated computerized analysis of speech in psychiatric disorders
AS Cohen, B Elvevåg - Current opinion in psychiatry, 2014 - journals.lww.com
Computer-based assessments of natural language afford a framework with which to
measure communication disturbances in adults with severe mental illnesses. Emerging …
measure communication disturbances in adults with severe mental illnesses. Emerging …