Automatic pathological speech assessment

P Janbakhshi - 2022 - infoscience.epfl.ch
Many pathologies cause impairments in the speech production mechanism resulting in
reduced speech intelligibility and communicative ability. To assist the clinical diagnosis …

[PDF][PDF] Spectral Subspace Analysis for Automatic Assessment of Pathological Speech Intelligibility.

P Janbakhshi, I Kodrasi, H Bourlard - INTERSPEECH, 2019 - isca-archive.org
Speech intelligibility is an important assessment criterion of the communicative performance
of pathological speakers. To assist clinicians in their assessment, time-and cost-efficient …

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 …

A Review on Automatic Assessment and Detection of Pathological Speech

A Batra, PK Das - International Conference on Science, Technology and …, 2023 - Springer
Communication through speech is an essential requirement for social participation. It is a
way through which people exchange information, emotions, ideas and feelings. Hence …

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 …

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 …

[PDF][PDF] Automatic intelligibility assessment of pathologic speech in head and neck cancer based on auditory-inspired spectro-temporal modulations.

X Zhou, D Garcia-Romero, N Mesgarani… - …, 2012 - isca-archive.org
Oral, head and neck cancer represents 3% of all cancers in the United States and is the 6th
most common cancer worldwide. Depending on the tumor size, location and staging …

[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 …