Tomas Arias
Tomas Arias
Universidad de Antioquia; Friedrich-Alexander-Universität Erlangen-Nürnberg; Ludwig-Maximilians
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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
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
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
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
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
Parkinson's Disease Progression Assessment from Speech Using GMM-UBM.
T Arias-Vergara, JC Vásquez-Correa, JR Orozco-Arroyave, ...
Interspeech 2016, 1933-1937, 2016
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
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
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
INTERSPEECH, 456-460, 2018
Apkinson-A Mobile Monitoring Solution for Parkinson's Disease.
P Klumpp, T Janu, T Arias-Vergara, JC Vásquez-Correa, ...
INTERSPEECH, 1839-1843, 2017
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
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
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
Cepstral analysis and Hilbert-Huang transform for automatic detection of Parkinson’s disease
FO López-Pabón, T Arias-Vergara, JR Orozco-Arroyave
TecnoLógicas 23 (47), 91-106, 2020
Unobtrusive monitoring of speech impairments of Parkinson's disease patients through mobile devices
T Arias-Vergara, JC Vasquez-Correa, JR Orozco-Arroyave, P Klumpp, ...
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
Nonlinear dynamics and Poincaré sections to model gait impairments in different stages of Parkinson’s disease
PA Pérez-Toro, JC Vásquez-Correa, T Arias-Vergara, E Nöth, ...
Nonlinear Dynamics 100, 3253-3276, 2020
Automatic detection of Voice Onset Time in voiceless plosives using gated recurrent units
T Arias-Vergara, P Argüello-Vélez, JC Vásquez-Correa, E Nöth, ...
Digital Signal Processing 104, 102779, 2020
Transfer learning helps to improve the accuracy to classify patients with different speech disorders in different languages
JC Vásquez-Correa, CD Rios-Urrego, T Arias-Vergara, M Schuster, ...
Pattern Recognition Letters 150, 272-279, 2021
A non-linear dynamics approach to classify gait signals of patients with Parkinson’s disease
PA Pérez-Toro, JC Vásquez-Correa, T Arias-Vergara, N Garcia-Ospina, ...
Applied Computer Sciences in Engineering: 5th Workshop on Engineering …, 2018
Wavelet-based time-frequency representations for automatic recognition of emotions from speech
JC Vasquez-Correa, T Arias-Vergara, JR Orozco-Arroyave, ...
Speech Communication; 12. ITG Symposium, 1-5, 2016
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