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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
1862018
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
1262018
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
1012018
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
902017
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
742017
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
692021
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
672016
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
612019
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
512017
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 60, 61, 2019
482019
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
452020
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
432021
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
392019
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
372017
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
352018
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
322018
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
312020
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
302021
UNOBTRUSIVE MONITORING OF SPEECH IMPAIRMENTS OF PARKINSON’S DISEASE PATIENTS THROUGH MOBILE DEVICES
T Arias-Vergara, JC Vásquez-Correa, JR Orozco-Arroyave, P Klumpp, ...
Proceedings of ICASSP, 2018
282018
Parkinson's Disease Progression Assessment from Speech Using GMM-UBM.
T Arias-Vergara, JC Vásquez-Correa, JR Orozco-Arroyave, ...
Interspeech 2016, 1933-1937, 2016
262016
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