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Machine Learning Applied to Speech Recordings for ...
Springer
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由 L Aversano 著作2023 — This study proposes an approach that compares different Machine Learning models for the diagnosis of the disease through the use of vocal recordings.
有關 Machine Learning Applied to Speech Recordings for Parkinson's Disease Recognition. 的學術文章 | |
… phonation and speech signals using machine learning … - Almeida - 261 個引述 … of Parkinson's disease using machine learning - Govindu - 100 個引述 … Parkinson's disease diagnosis: machine learning and … - Khaskhoussy - 16 個引述 | |
A machine learning method to process voice samples for ...
Nature
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由 A Iyer 著作2023被引用 22 次 — Machine learning approaches have been used for the automatic detection of Parkinson's disease with voice recordings being the most used data ...
Machine Learning Applied to Speech Recordings for ...
ResearchGate
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Parkinson's disease is a common neurological condition that occurs when dopamine production in the brain decreases significantly due to the degeneration of ...
Machine Learning Applied to Speech Recordings ...
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Voice changes are very common among patients, so analysis of voice recordings could be a valuable tool for early diagnosis of the disease. ... The results ...
Using machine learning to diagnose Parkinson's disease ...
IEEE Xplore
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由 A Dinesh 著作2017被引用 40 次 — Using machine learning algorithms to analyze the variations in voice patterns is a novel method of predicting the existence of PD in patients. This paper ...
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Machine Learning-Assisted Speech Analysis for Early ...
National Institutes of Health (NIH) (.gov)
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National Institutes of Health (NIH) (.gov)
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由 MG Di Cesare 著作2024被引用 8 次 — This study presents a novel approach to the early detection of PD through ML applied to speech analysis, leveraging both MFCCs and GTCCs.
Detecting Parkinson's Disease through Voice Analysis with ...
The Open Biomedical Engineering Journal
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The Open Biomedical Engineering Journal
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由 KP Swain 著作2024 — The objective of this study is to utilize machine learning algorithms to analyze voice recordings for early detection of Parkinson's disease.
Parkinson's disease detection from voice using artificial ...
AIP.ORG
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2024年10月11日 — These features serve as inputs for machine learning models, which are trained to classify recordings as either indicative of Parkinson's or not.
A voice analysis approach for recognizing Parkinson's ...
ScienceDirect.com
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ScienceDirect.com
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由 YC Tai 著作2021被引用 12 次 — We propose the creation of a model based on supervised learning, to learn the patterns associated with the voice of PD patients. We used 1400 voice recordings ...
Machine Learning Applied to Speech Recordings for ...
OUCI
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OUCI
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Machine Learning Applied to Speech Recordings for Parkinson's Disease Recognition ... Authors: Lerina Aversano; Mario L. Bernardi; Marta Cimitile; Martina ...
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