[PDF][PDF] Parkinson's Disease Speech Analysis–Machine-Learning-based Evaluation of Speech Impairments
Human communication is mainly performed by speech. Neurological diseases like
Parkinsons disease can cause speech impairments, called dysarthria. Speech therapies can …
Parkinsons disease can cause speech impairments, called dysarthria. Speech therapies can …
Advancing Parkinson's Disease Detection: An Empirical Evaluation of Machine Learning Models Based on Speech Analysis
Parkinson's disease (PD) is a neurodegenerative disorder that adversely impacts a
considerable portion of the population, especially senior citizens. Currently, the basis of PD …
considerable portion of the population, especially senior citizens. Currently, the basis of PD …
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 …
Synthetic Data Generation Techniques for Developing AI-based Speech Assessments for Parkinson's Disease (A Comparative Study)
M Parsapoor - arXiv preprint arXiv:2312.02229, 2023 - arxiv.org
Changes in speech and language are among the first signs of Parkinson's disease (PD).
Thus, clinicians have tried to identify individuals with PD from their voices for years. Doctors …
Thus, clinicians have tried to identify individuals with PD from their voices for years. Doctors …
[PDF][PDF] Parkinson's disease assessment using speech anomalies: a review
T Khan - Idt. mdh. se, 2014 - researchgate.net
This paper presents a detailed systematic literature review on Parkinson's disease severity
assessment methods based on speech impairment. Techniques that cope up the challenges …
assessment methods based on speech impairment. Techniques that cope up the challenges …
Predicting UPDRS scores in Parkinson's disease using voice signals: A deep learning/transfer-learning-based approach
JD Arias-Londoño, JA Gómez-García - Automatic Assessment of …, 2020 - Springer
In the last years, literature exhibits successful results in the automatic detection of
Parkinson's disease using voice/speech, especially for patients in medium or late stages of …
Parkinson's disease using voice/speech, especially for patients in medium or late stages of …
[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 …
The detection of Parkinson's disease from speech using voice source information
Developing automatic methods to detect Parkinson's disease (PD) from speech has
attracted increasing interest as these techniques can potentially be used in telemonitoring …
attracted increasing interest as these techniques can potentially be used in telemonitoring …
CNN-based identification of Parkinson's disease from continuous speech in noisy environments
Parkinson's disease is a progressive neurodegenerative disorder caused by dopaminergic
neuron degeneration. Parkinsonian speech impairment is one of the earliest presentations …
neuron degeneration. Parkinsonian speech impairment is one of the earliest presentations …
Automated Diagnosis of Parkinson's Disease using Speech Signals with Machine Learning
Parkinson's Disease ranks as the second most common chronic neurodegenerative
condition that affects the CNS by killing the cells containing dopamine and its receptors …
condition that affects the CNS by killing the cells containing dopamine and its receptors …