Juan Camilo Vasquez
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Multimodal assessment of Parkinson's disease: a deep learning approach
JC Vásquez-Correa, T Arias-Vergara, JR Orozco-Arroyave, B Eskofier, ...
IEEE journal of biomedical and health informatics 23 (4), 1618-1630, 2018
NeuroSpeech: An open-source software for Parkinson's speech analysis
JR Orozco-Arroyave, JC Vásquez-Correa, JF Vargas-Bonilla, R Arora, ...
Digital Signal Processing 77, 207-221, 2018
Towards an automatic evaluation of the dysarthria level of patients with Parkinson's disease
JC Vásquez-Correa, JR Orozco-Arroyave, T Bocklet, E Nöth
Journal of communication disorders 76, 21-36, 2018
Convolutional Neural Network to Model Articulation Impairments in Patients with Parkinson's Disease.
JC Vásquez-Correa, JR Orozco-Arroyave, E Nöth
INTERSPEECH, 314-318, 2017
Towards an automatic monitoring of the neurological state of Parkinson's patients from speech
JR Orozco-Arroyave, JC Vásquez-Correa, JD Arias-Londo, ...
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
Characterisation of voice quality of Parkinson’s disease using differential phonological posterior features
M Cernak, JR Orozco-Arroyave, F Rudzicz, H Christensen, ...
Computer Speech & Language 46, 196-208, 2017
Multi-channel spectrograms for speech processing applications using deep learning methods
T Arias-Vergara, P Klumpp, JC Vasquez-Correa, E Nöth, ...
Pattern Analysis and Applications 24, 423-431, 2021
Analysis and evaluation of handwriting in patients with Parkinson’s disease using kinematic, geometrical, and non-linear features
CD Rios-Urrego, JC Vásquez-Correa, JF Vargas-Bonilla, E Nöth, ...
Computer methods and programs in biomedicine 173, 43-52, 2019
Parkinson’s disease and aging: analysis of their effect in phonation and articulation of speech
T Arias-Vergara, JC Vásquez-Correa, JR Orozco-Arroyave
Cognitive Computation 9, 731-748, 2017
Phonet: A Tool Based on Gated Recurrent Neural Networks to Extract Phonological Posteriors from Speech.
JC Vásquez-Correa, P Klumpp, JR Orozco-Arroyave, E Nöth
INTERSPEECH, 549-553, 2019
Apkinson: the smartphone application for telemonitoring Parkinson’s patients through speech, gait and hands movement
JR Orozco-Arroyave, JC Vásquez-Correa, P Klumpp, PA Pérez-Toro, ...
Neurodegenerative Disease Management 10 (3), 137-157, 2020
Multi-view representation learning via gcca for multimodal analysis of Parkinson's disease
JC Vasquez-Correa, JR Orozco-Arroyave, R Arora, E Nöth, N Dehak, ...
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
Speaker models for monitoring Parkinson’s disease progression considering different communication channels and acoustic conditions
T Arias-Vergara, JC Vásquez-Correa, JR Orozco-Arroyave, E Nöth
Speech Communication 101, 11-25, 2018
Cognitive determinants of dysarthria in Parkinson's disease: an automated machine learning approach
AM García, T Arias‐Vergara, J C Vasquez‐Correa, E Nöth, M Schuster, ...
Movement Disorders 36 (12), 2862-2873, 2021
A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with Parkinson’s Disease
JC Vásquez-Correa, T Arias-Vergara, JR Orozco-Arroyave, E Nöth
Convolutional neural networks and a transfer learning strategy to classify Parkinson’s disease from speech in three different languages
JC Vásquez-Correa, T Arias-Vergara, CD Rios-Urrego, M Schuster, ...
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2019
Influence of the Interviewer on the Automatic Assessment of Alzheimer's Disease in the Context of the ADReSSo Challenge.
PA Pérez-Toro, SP Bayerl, T Arias-Vergara, JC Vásquez-Correa, ...
Interspeech, 3785-3789, 2021
Parkinson's Disease Progression Assessment from Speech Using GMM-UBM.
T Arias-Vergara, JC Vásquez-Correa, JR Orozco-Arroyave, ...
Interspeech 2016, 1933-1937, 2016
Parallel representation learning for the classification of pathological speech: studies on Parkinson’s disease and cleft lip and palate
JC Vasquez-Correa, T Arias-Vergara, M Schuster, JR Orozco-Arroyave, ...
Speech Communication 122, 56-67, 2020
Automatic detection of Parkinson's disease from continuous speech recorded in non-controlled noise conditions
JC Vásquez-Correa, T Arias-Vergara, JR Orozco-Arroyave, ...
Sixteenth annual conference of the international speech communication …, 2015
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