[HTML][HTML] 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 Assessment of Parkinson's Disease Using Speech Representations of Phonation and Articulation
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 …
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 …
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) …
(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
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 …
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
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 …
[HTML][HTML] Artificial intelligence-based voice assessment of patients with Parkinson's disease off and on treatment: machine vs. deep-learning comparison
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 …
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?
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 …
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 …
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 …
Parkinson's disease (PD). Language disorders are known to occur several years earlier than …
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