In this study, five sets of experiments were carried out, each containing new approaches to detect the presence of the disease in the speech of idiopathic PD ...
Mar 24, 2021 · We conclude that there is clear evidence that the articulatory and phonatory aspects of speech and voice are relevant for the automatic ...
A forced gaussians based methodology for the differential evaluation of Parkinson's Disease by means of speech processing · Medicine, Computer Science.
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This paper reports tasks to elicit a versatile sample of voice production, algorithms to extract useful information from speech and models to predict the ...
Jan 16, 2024 · The literature demonstrates that many machine learning methods have been introduced, utilizing voice and speech data, for the detection of PD.
In this study, we have presented a comprehensive review of state of the art on the use of speech analyzing the phonatory and articulatory aspects to support PD ...
Dehak, and J. I. Godino-Llorente, "New Tools for the Differential Evaluation of Parkinson?s Disease Using Voice and Speech Processing” Proc. INTERSPEECH, Brno, ...
In these approaches, several state-of-the-art speaker and speech recognition technologies are employed in a different scenario: the automatic detection of PD ...
Therefore, new objective and reliable tools are needed to support the differential diagnosis of the disease and to reduce this time. The analysis of a patient's ...
In this thesis, five sets of experiments are carried out, each one containing new approaches aimed to detect the presence of the disease in the speech of ...