[PDF][PDF] Detecting Intelligibility by Linear Dimensionality Reduction and Normalized Voice Quality Hierarchical Features.

DY Huang, Y Zhu, D Wu, R Yu - INTERSPEECH, 2012 - academia.edu
Voice disorders could increase unhealthy social behavior and voice abuse, and dramatically
affect the patients' quality of life. Therefore, automatic intelligibility detection of pathological …

Intelligibility detection of pathological speech using asymmetric sparse kernel partial least squares classifier

DY Huang, M Dong, H Li - 2014 IEEE International Conference …, 2014 - ieeexplore.ieee.org
Pathological speech usually refers to the voice disorders resulting from atypicalities in voice
and/or in the articulatory mechanisms due to disease, illness or other physical problem in …

Combining multiple kernel models for automatic intelligibility detection of pathological speech

DY Huang, M Dong, H Li - 2016 IEEE International Conference …, 2016 - ieeexplore.ieee.org
Automatic detection of pathological voice is a challenging task in speech processing.
Appropriate acoustic cues of voice can be used to differentiate between normal voices and …

[PDF][PDF] Automatic speech intelligibility detection for speakers with speech impairments: The identification of significant speech features

PCP Penting, F ROSDI, MB MUSTAFA, SS SALIM… - Sains …, 2019 - academia.edu
Selection of relevant features is important for discriminating speech in detection based ASR
system, thus contributing to the improved performance of the detector. In the context of …

[PDF][PDF] Automated intelligibility assessment of pathological speech using phonological features

C Middag, JP Martens, G Van Nuffelen… - EURASIP Journal on …, 2009 - Springer
It is commonly acknowledged that word or phoneme intelligibility is an important criterion in
the assessment of the communication efficiency of a pathological speaker. People have …

Automatic intelligibility classification of sentence-level pathological speech

J Kim, N Kumar, A Tsiartas, M Li… - Computer speech & …, 2015 - Elsevier
Pathological speech usually refers to the condition of speech distortion resulting from
atypicalities in voice and/or in the articulatory mechanisms owing to disease, illness or other …

Automatic pathological speech intelligibility assessment exploiting subspace-based analyses

P Janbakhshi, I Kodrasi… - IEEE/ACM Transactions on …, 2020 - ieeexplore.ieee.org
Competitive state-of-the-art automatic pathological speech intelligibility measures typically
rely on regression training on a large number of features, require a large amount of healthy …

[PDF][PDF] Intelligibility classification of pathological speech using fusion of multiple subsystems

J Kim, N Kumar, A Tsiartas, M Li… - Proc. of Interspeech …, 2012 - isca-archive.org
Pathological speech usually refers to the condition of speech distortion resulting from
atypicalities in voice and/or in the articulatory mechanisms owing to disease, illness or other …

Combining phonological and acoustic ASR-free features for pathological speech intelligibility assessment

C Middag, T Bocklet, JP Martens… - 12th Annual conference of …, 2011 - biblio.ugent.be
Intelligibility is widely used to measure the severity of articulatory problems in pathological
speech. Recently, a number of automatic intelligibility assessment tools have been …

A few-shot approach to dysarthric speech intelligibility level classification using transformers

PN Chowdary, MS Akshay, VS Aravind… - 2023 14th …, 2023 - ieeexplore.ieee.org
Dysarthria is a speech disorder that hinders communication due to difficulties in articulating
words. Detection of dysarthria is important for several reasons as it can be used to develop a …