Phonological I-vectors to detect Parkinson's disease

N Garcia-Ospina, T Arias-Vergara… - Text, Speech, and …, 2018 - Springer
Speech disorders are common symptoms among Parkinson's disease patients and affect the
speech of patients in different aspects. Currently, there are few studies that consider the …

Using x-vectors to automatically detect parkinson's disease from speech

L Moro-Velazquez, J Villalba… - ICASSP 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
The promise of new neuroprotective treatments to stop or slow the advance of Parkinson's
Disease (PD) urges for new biomarkers or detection schemes that can deliver a faster …

Speech impairment in Parkinson's disease: acoustic analysis of unvoiced consonants in Italian native speakers

F Amato, L Borzì, G Olmo, CA Artusi, G Imbalzano… - IEEE …, 2021 - ieeexplore.ieee.org
The study of the influence of Parkinson's Disease (PD) on vocal signals has received much
attention over the last decades. Increasing interest has been devoted to articulation and …

Suitability of Articulation Analysis for Extracting Speech Signals Features of Chinese Speaking Patients With Parkinson

W Liu, D Zhu, Z Xu, Y Fu, Z Chen - 2021 4th International …, 2021 - ieeexplore.ieee.org
There is a close relationship between Parkinson's disease (PD) and speech disorders in
people with Parkinson's disease (PWP). Most of the previous studies focus on phonation …

Phonological posteriors and gru recurrent units to assess speech impairments of patients with Parkinson's disease

JC Vásquez-Correa, N Garcia-Ospina… - Text, Speech, and …, 2018 - Springer
Parkinson's disease is a neurodegenerative disorder characterized by a variety of motor
symptoms, including several impairments in the speech production process. Recent studies …

Identification of Parkinson's disease from speech using CNNs and formant measures

A Álvarez-Marquina, A Gómez-Rodellar… - … Work-Conference on …, 2022 - Springer
Parkinson's Disease (PD) is a neurodegenerative disorder that severely impacts the motor
capabilities of patients. Dysarthria is one of the symptoms that can be accurately …

Syllable Level Features for Parkinson's Disease Detection from Speech

S Hovsepyan, MM Doss - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Early detection of Parkinson's disease (PD), one of the most common neurodegenerative
diseases, is crucial for successful treatment and symptom management. In this study, we …

Robust and language-independent acoustic features in Parkinson's disease

S Scimeca, F Amato, G Olmo, F Asci, A Suppa… - Frontiers in …, 2023 - frontiersin.org
Introduction The analysis of vocal samples from patients with Parkinson's disease (PDP) can
be relevant in supporting early diagnosis and disease monitoring. Intriguingly, speech …

Automatic Detection of Parkinson's Disease with Connected Speech Acoustic Features: towards a Linguistically Interpretable Approach

M Maffia, L Schettino, VN Vitale - … of the 9th Italian Conference on …, 2024 - books.google.com
Alterations in speech and voice are among the earliest symptoms of Parkinson's Disease
(PD). Nevertheless, the rich information carried by patients' speech and voice is only …

Voice analysis to differentiate the dopaminergic response in people with Parkinson's disease

A Jain, K Abedinpour, O Polat, MM Çalışkan… - Frontiers in human …, 2021 - frontiersin.org
Humans' voice offers the widest variety of motor phenomena of any human activity.
However, its clinical evaluation in people with movement disorders such as Parkinson's …