[HTML][HTML] 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 Assessment of Parkinson's Disease Using Speech Representations of Phonation and Articulation

Y Liu, MK Reddy, N Penttilä, T Ihalainen… - … on Audio, Speech …, 2022 - ieeexplore.ieee.org
Speech from people with Parkinson's disease (PD) are likely to be degraded on phonation,
articulation, and prosody. Motivated to describe articulation deficits comprehensively, we …

NeuroVoz: a Castillian Spanish corpus of parkinsonian speech

J Mendes-Laureano, JA Gómez-García… - arXiv preprint arXiv …, 2024 - arxiv.org
The advancement of Parkinson's Disease (PD) diagnosis through speech analysis is
hindered by a notable lack of publicly available, diverse language datasets, limiting the …

Towards disease-specific speech markers for differential diagnosis in parkinsonism

B Das, K Daoudi, J Klempir… - ICASSP 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
Parkinsonism refers to Parkinson's Disease (PD) and Atypical Parkinsonian Syndromes
(APS), such as Progressive Supranuclear Palsy (PSP) and Multiple System Atrophy (MSA) …

[HTML][HTML] Investigating voice as a biomarker: deep phenotyping methods for early detection of Parkinson's disease

JM Tracy, Y Özkanca, DC Atkins, RH Ghomi - Journal of biomedical …, 2020 - Elsevier
Voice technology has grown tremendously in recent years and using voice as a biomarker
has also been gaining evidence. We demonstrate the potential of voice in serving as a deep …

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 …

[HTML][HTML] Artificial intelligence-based voice assessment of patients with Parkinson's disease off and on treatment: machine vs. deep-learning comparison

G Costantini, V Cesarini, P Di Leo, F Amato, A Suppa… - Sensors, 2023 - mdpi.com
Parkinson's Disease (PD) is one of the most common non-curable neurodegenerative
diseases. Diagnosis is achieved clinically on the basis of different symptoms with …

[PDF][PDF] Do phonatory features display robustness to characterize Parkinsonian speech across corpora?

A Favaro, T Cao, T Thebaud, J Villalba… - Proceedings of the …, 2023 - isca-archive.org
Sustained vowels have been largely used to quantify vocal impairment in Parkinson's
disease (PD), with most studies focusing on a single corpus. Presumably, features obtained …

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 …

[HTML][HTML] 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 …