Early detection of Parkinson's disease using machine learning论文
Procedia Computer Science2023引用: 232
Toward a Consensus Description of Vocal Effort, Vocal Load, Vocal Loading, and Vocal Fatigue论文
Journal of Speech Language and Hearing Research2020引用: 240
Detecting Parkinson’s disease with sustained phonation and speech signals using machine learning techniques论文
Pattern Recognition Letters2019引用: 265
Deep Learning-Based Parkinson’s Disease Classification Using Vocal Feature Sets论文
IEEE Access2019引用: 345
Speech synthesis from ECoG using densely connected 3D convolutional neural networks论文
Journal of Neural Engineering2019引用: 221
Parkinson’s Disease Diagnosis Using Machine Learning and Voice论文
2018引用: 241
A comparative analysis of speech signal processing algorithms for Parkinson’s disease classification and the use of the tunable Q-factor wavelet transform论文
Applied Soft Computing2018引用: 526
Development of the Arabic Voice Pathology Database and Its Evaluation by Using Speech Features and Machine Learning Algorithms论文
Journal of Healthcare Engineering2017引用: 252
Mechanics of human voice production and control论文
The Journal of the Acoustical Society of America2016引用: 440
Deep Learning-Aided Parkinson's Disease Diagnosis from Handwritten Dynamics论文
2016引用: 257
Automatic speech analysis for the assessment of patients with predementia and Alzheimer's disease论文
Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring2015引用: 382
A new hybrid intelligent system for accurate detection of Parkinson's disease论文
Computer Methods and Programs in Biomedicine2014引用: 221
Objective Automatic Assessment of Rehabilitative Speech Treatment in Parkinson's Disease论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering2014引用: 216
The voice bank corpus: Design, collection and data analysis of a large regional accent speech database论文
2013引用: 404
Novel Speech Signal Processing Algorithms for High-Accuracy Classification of Parkinson's Disease论文
IEEE Transactions on Biomedical Engineering2012引用: 716
Quantitative acoustic measurements for characterization of speech and voice disorders in early untreated Parkinson’s disease论文
The Journal of the Acoustical Society of America2011引用: 464
Nonlinear speech analysis algorithms mapped to a standard metric achieve clinically useful quantification of average Parkinson's disease symptom severity论文
Journal of The Royal Society Interface2010引用: 327
The role of f 0 and formant frequencies in distinguishing the voices of men and women论文
Attention Perception & Psychophysics2009引用: 220
Morphological Structure of the Vocal Cord as a Vibrator and its Variations论文
Folia Phoniatrica et Logopaedica2009引用: 617
Nonlinear source–filter coupling in phonation: Theory论文
The Journal of the Acoustical Society of America2008引用: 423
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