Utterance verification-based dysarthric speech intelligibility assessment using phonetic posterior features

J Fritsch, M Magimai-Doss - Ieee signal processing letters, 2021 - ieeexplore.ieee.org
In the literature, the task of dysarthric speech intelligibility assessment has been approached
through development of different low-level feature representations, subspace modeling …

Improved speaker independent dysarthria intelligibility classification using deepspeech posteriors

A Tripathi, S Bhosale… - ICASSP 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Individuals with dysarthria are unable to control rapid movement of the velum leading to
reduction in intelligibility, audibility, naturalness and efficiency of vocal communication …

Speech technology‐based assessment of phoneme intelligibility in dysarthria

G Van Nuffelen, C Middag, M De Bodt… - International journal of …, 2009 - Taylor & Francis
Background: Currently, clinicians mainly rely on perceptual judgements to assess
intelligibility of dysarthric speech. Although often highly reliable, this procedure is subjective …

Automatic intelligibility assessment of dysarthric speech using glottal parameters

NP Narendra, P Alku - Speech Communication, 2020 - Elsevier
Objective intelligibility assessment of dysarthric speech can assist clinicians in diagnosis of
speech disorders as well as in medical treatment. This study investigates the use of glottal …

Automatic intelligibility assessment of dysarthric speech using phonologically-structured sparse linear model

MJ Kim, Y Kim, H Kim - IEEE/ACM Transactions on Audio …, 2015 - ieeexplore.ieee.org
This paper presents a new method for automatically assessing the speech intelligibility of
patients with dysarthria, which is a motor speech disorder impeding the physical production …

Increasing the precision of dysarthric speech intelligibility and severity level estimate

M Soleymanpour, MT Johnson, J Berry - Speech and Computer: 23rd …, 2021 - Springer
Dysarthria is a speech disorder often characterized by slow speech with reduced
intelligibility. Automated assessment of the severity-level and intelligibility of dysarthric …

[HTML][HTML] Measuring the intelligibility of dysarthric speech through automatic speech recognition in a pluricentric language

W Xue, C Cucchiarini, R van Hout, H Strik - Speech Communication, 2023 - Elsevier
Speech intelligibility is an essential though complex construct for evaluating dysarthric
speech. Various procedures can be used to measure speech intelligibility, most of which are …

Automatic assessment of intelligibility in speakers with dysarthria from coded telephone speech using glottal features

NP Narendra, P Alku - Computer Speech & Language, 2021 - Elsevier
In clinical practice, assessment of intelligibility in speakers with dysarthria is performed by
speech-language pathologists through auditory perceptual tests which demand patients' …

Automatic assessment of dysarthric speech intelligibility based on selected phonetic quality features

MJ Kim, H Kim - Computers Helping People with Special Needs: 13th …, 2012 - Springer
This paper addresses the problem of assessing the speech intelligibility of patients with
dysarthria, which is a motor speech disorder. Dysarthric speech produces spectral distortion …

[PDF][PDF] Spectral features for automatic blind intelligibility estimation of spastic dysarthric speech

R Hummel, WY Chan, TH Falk - Twelfth Annual Conference of the …, 2011 - musaelab.ca
In this paper, we explore the use of the standard ITU-T P. 563 speech quality estimation
algorithm for automatic assessment of dysarthric speech intelligibility. A linear mapping …