[PDF][PDF] Automatic estimation of parkinson's disease severity from diverse speech tasks.
The need for reliable, scalable and efficient diagnosis of Parkinson's Disease (PD) is a
major clinical need. Automating the diagnosis can lead to more accurate and objective …
major clinical need. Automating the diagnosis can lead to more accurate and objective …
Fully automated assessment of the severity of Parkinson's disease from speech
For several decades now, there has been sporadic interest in automatically characterizing
the speech impairment due to Parkinson's disease (PD). Most early studies were confined to …
the speech impairment due to Parkinson's disease (PD). Most early studies were confined to …
[PDF][PDF] Random forest-based prediction of Parkinson's disease progression using acoustic, ASR and intelligibility features
A Zlotnik, JM Montero, R San-Segundo… - … Conference of the …, 2015 - e-archivo.uc3m.es
Abstract The Interspeech ComParE 2015 PC Sub-Challenge consists of automatically
determining the degree of Parkinson's condition using exclusively the patient's voice. In this …
determining the degree of Parkinson's condition using exclusively the patient's voice. In this …
An algorithm for Parkinson's disease speech classification based on isolated words analysis
F Amato, L Borzì, G Olmo… - Health Information Science …, 2021 - Springer
Introduction Automatic assessment of speech impairment is a cutting edge topic in
Parkinson's disease (PD). Language disorders are known to occur several years earlier than …
Parkinson's disease (PD). Language disorders are known to occur several years earlier than …
Advances in Parkinson's disease detection and assessment using voice and speech: A review of the articulatory and phonatory aspects
L Moro-Velazquez, JA Gomez-Garcia… - … Signal Processing and …, 2021 - Elsevier
Parkinson's Disease (PD) affects speech in the form of dysphonia and hypokinetic
dysarthria. Multiple studies have evaluated PD's influence on different aspects of speech …
dysarthria. Multiple studies have evaluated PD's influence on different aspects of speech …
[PDF][PDF] Automatic recognition of unified parkinson's disease rating from speech with acoustic, i-vector and phonotactic features.
Parkinson's Disease is a neurodegenerative disease affecting millions of people globally,
most of whom present difficulties producing speech sounds. In this paper, we describe a …
most of whom present difficulties producing speech sounds. In this paper, we describe a …
[PDF][PDF] Estimating the severity of parkinson's disease from speech using linear regression and database partitioning.
Parkinson's disease (PD) is one of the most common neurodegenerative disorders. PD is
referred as idiopathic, that is, as having no known cause; its main symptoms are tremor …
referred as idiopathic, that is, as having no known cause; its main symptoms are tremor …
[PDF][PDF] Diagnosis of Parkinson's disorder through speech data using machine learning algorithms
MS Abhishek, CR Chethan, CR Aditya… - Volume-9 Issue-3 …, 2020 - researchgate.net
Parkinson's disease is a neurodegenerative disorder that affects millions of people around
the globe. Detecting Parkinson's disease at an earlier stage could help to better diagnose …
the globe. Detecting Parkinson's disease at an earlier stage could help to better diagnose …
Automatic speech-based assessment to discriminate Parkinson's disease from essential tremor with a cross-language approach
Parkinson's disease (PD) and essential tremor (ET) are prevalent movement disorders that
mainly affect elderly people, presenting diagnostic challenges due to shared clinical …
mainly affect elderly people, presenting diagnostic challenges due to shared clinical …
Comparative Study of Speech Analysis Methods to Predict Parkinson's Disease
AA Toye, S Kompalli - arXiv preprint arXiv:2111.10207, 2021 - arxiv.org
One of the symptoms observed in the early stages of Parkinson's Disease (PD) is speech
impairment. Speech disorders can be used to detect this disease before it degenerates. This …
impairment. Speech disorders can be used to detect this disease before it degenerates. This …