Synthetic speech references for automatic pathological speech intelligibility assessment

P Janbakhshi, I Kodrasi… - ICASSP 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
Automatic pathological speech intelligibility measures are crucial to assist the clinical
diagnosis and treatment of speech disorders. The recently proposed pathological short-time …

Pathological speech intelligibility assessment based on the short-time objective intelligibility measure

P Janbakhshi, I Kodrasi… - ICASSP 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Impaired speech intelligibility in motor speech disorders arising due to neurological
diseases negatively affects the communication ability and quality of life of patients. Reliable …

Disentangled latent speech representation for automatic pathological intelligibility assessment

T Weise, P Klumpp, KC Demir, A Maier, E Nöth… - arXiv preprint arXiv …, 2022 - arxiv.org
Speech intelligibility assessment plays an important role in the therapy of patients suffering
from pathological speech disorders. Automatic and objective measures are desirable to …

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 …

Modified ESTOI for improving speech intelligibility prediction

A Alghamdi, WY Chan - 2020 IEEE Canadian Conference on …, 2020 - ieeexplore.ieee.org
Objective measures of speech intelligibility are commonly used as a practical alternative to
expensive and laborious listening tests. The extended short-time objective intelligibility …

Validation of the non-intrusive codebook-based short time objective intelligibility metric for processed speech

C Sørensen, J Boldt, MG Christensen - Proceedings of the International …, 2019 - vbn.aau.dk
In recent years, objective measures of speech intelligibility have gained increasing interest.
However, most speech intelligibil-ity metrics require a clean reference signal, which is often …

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 …

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 …

Towards an ASR-free objective analysis of pathological speech

C Middag, Y Saeys, JP Martens - 11th Annual conference of the …, 2010 - biblio.ugent.be
Nowadays, intelligibility is a popular measure of the severity of the articulatory deficiencies
of a pathological speaker. Usually, this measure is obtained by means of a perceptual test …

Non-intrusive speech intelligibility prediction using automatic speech recognition derived measures

M Karbasi, S Bleeck, D Kolossa - arXiv preprint arXiv:2010.08574, 2020 - arxiv.org
The estimation of speech intelligibility is still far from being a solved problem. Especially one
aspect is problematic: most of the standard models require a clean reference signal in order …