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 …

Speech disorders in Parkinson's disease: early diagnostics and effects of medication and brain stimulation

L Brabenec, J Mekyska, Z Galaz, I Rektorova - Journal of neural …, 2017 - Springer
Hypokinetic dysarthria (HD) occurs in 90% of Parkinson's disease (PD) patients. It manifests
specifically in the areas of articulation, phonation, prosody, speech fluency, and faciokinesis …

A survey on machine learning approaches for automatic detection of voice disorders

S Hegde, S Shetty, S Rai, T Dodderi - Journal of Voice, 2019 - Elsevier
The human voice production system is an intricate biological device capable of modulating
pitch and loudness. Inherent internal and/or external factors often damage the vocal folds …

Automated methods for diagnosis of Parkinson's disease and predicting severity level

Z Ayaz, S Naz, NH Khan, I Razzak, M Imran - Neural Computing and …, 2023 - Springer
The recent advancements in information technology and bioinformatics have led to
exceptional contributions in medical sciences. Extensive developments have been recorded …

[HTML][HTML] Detecting parkinson disease using a web-based speech task: Observational study

W Rahman, S Lee, MS Islam, VN Antony… - Journal of medical …, 2021 - jmir.org
Background Access to neurological care for Parkinson disease (PD) is a rare privilege for
millions of people worldwide, especially in resource-limited countries. In 2013, there were …

Detecting Parkinson's disease from sustained phonation and speech signals

E Vaiciukynas, A Verikas, A Gelzinis, M Bacauskiene - PloS one, 2017 - journals.plos.org
This study investigates signals from sustained phonation and text-dependent speech
modalities for Parkinson's disease screening. Phonation corresponds to the vowel/a/voicing …

[PDF][PDF] Depression Detection from Short Utterances via Diverse Smartphones in Natural Environmental Conditions.

Z Huang, J Epps, D Joachim, M Chen - INTERSPEECH, 2018 - researchgate.net
Depression is a leading cause of disease burden worldwide, however there is an unmet
need for screening and diagnostic measures that can be widely deployed in real-world …

A speech-based hybrid decision support system for early detection of Parkinson's disease

R Lamba, T Gulati, A Jain, P Rani - Arabian Journal for Science and …, 2023 - Springer
Parkinson's disease is a neurological illness that affects individuals at the later stage of life.
Most patients complain of voice or speech abnormalities during the nascent stage of this …

[图书][B] Analysis of speech of people with Parkinson's disease

JR Orozco-Arroyave - 2016 - books.google.com
The analysis of speech of people with Parkinson's disease is an interesting and highly
relevant topic that has attracted the research community during several years. The advances …

Dysarthric speech classification from coded telephone speech using glottal features

NP Narendra, P Alku - Speech Communication, 2019 - Elsevier
This paper proposes a new dysarthric speech classification method from coded telephone
speech using glottal features. The proposed method utilizes glottal features, which are …