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 …
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 …
diseases negatively affects the communication ability and quality of life of patients. Reliable …
Disentangled latent speech representation for automatic pathological intelligibility assessment
Speech intelligibility assessment plays an important role in the therapy of patients suffering
from pathological speech disorders. Automatic and objective measures are desirable to …
from pathological speech disorders. Automatic and objective measures are desirable to …
Combining phonological and acoustic ASR-free features for pathological speech intelligibility assessment
Intelligibility is widely used to measure the severity of articulatory problems in pathological
speech. Recently, a number of automatic intelligibility assessment tools have been …
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 …
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 …
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 …
rely on regression training on a large number of features, require a large amount of healthy …
Automatic intelligibility classification of sentence-level pathological speech
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 …
atypicalities in voice and/or in the articulatory mechanisms owing to disease, illness or other …
Towards an ASR-free objective analysis of pathological speech
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 …
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
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 …
aspect is problematic: most of the standard models require a clean reference signal in order …