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 …
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 …
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
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 …
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 …
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 …
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 …
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 …
diseases, is crucial for successful treatment and symptom management. In this study, we …
Robust and language-independent acoustic features in Parkinson's disease
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 …
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 …
(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 …
However, its clinical evaluation in people with movement disorders such as Parkinson's …