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Cristian David Ríos-Urrego
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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
782019
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
502020
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
472019
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
352021
Feature Representation of Pathophysiology of Parkinsonian Dysarthria.
A Rueda, JC Vásquez-Correa, CD Rios-Urrego, JR Orozco-Arroyave, ...
Interspeech, 3048-3052, 2019
242019
Deep learning and artificial intelligence applied to model speech and language in Parkinson’s disease
D Escobar-Grisales, CD Ríos-Urrego, JR Orozco-Arroyave
Diagnostics 13 (13), 2163, 2023
192023
Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages
ST Arasteh, CD Rios-Urrego, E Noeth, A Maier, SH Yang, J Rusz, ...
arXiv preprint arXiv:2305.11284, 2023
192023
Articulation and empirical mode decomposition features in diadochokinetic exercises for the speech assessment of Parkinson’s disease patients
JC Vásquez-Correa, CD Rios-Urrego, A Rueda, JR Orozco-Arroyave, ...
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2019
172019
Transfer learning to detect parkinson’s disease from speech in different languages using convolutional neural networks with layer freezing
CD Rios-Urrego, JC Vásquez-Correa, JR Orozco-Arroyave, E Nöth
International Conference on Text, Speech, and Dialogue, 331-339, 2020
142020
Is there any additional information in a neural network trained for pathological speech classification?
CD Rios-Urrego, JC Vásquez-Correa, JR Orozco-Arroyave, E Nöth
International Conference on Text, Speech, and Dialogue, 435-447, 2021
122021
Automatic speech-based assessment to discriminate Parkinson’s disease from essential tremor with a cross-language approach
CD Rios-Urrego, J Rusz, JR Orozco-Arroyave
npj Digital Medicine 7 (1), 37, 2024
102024
An automatic multimodal approach to analyze linguistic and acoustic cues on Parkinson’s disease patients
D Escobar-Grisales, T Arias-Vergara, CD Rios-Urrego, E Nöth, AM García, ...
Proceedings of the INTERSPEECH, 2023
102023
Colombian dialect recognition based on information extracted from speech and text signals
D Escobar-Grisales, CD Rios-Urrego, DA López-Santander, ...
2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2021
82021
End-to-end Parkinson’s disease detection using a deep convolutional recurrent network
CD Rios-Urrego, SA Moreno-Acevedo, E Nöth, JR Orozco-Arroyave
International Conference on Text, Speech, and Dialogue, 326-338, 2022
72022
Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease.
JC Vásquez-Correa, T Arias-Vergara, P Klumpp, M Strauss, A Küderle, ...
INTERSPEECH, 964-965, 2019
52019
It’s Time to Take Action: Acoustic Modeling of Motor Verbs to Detect Parkinson’s Disease
D Escobar-Grisales, CD Ríos-Urrego, I Baumann, K Riedhammer, ...
Proc. Interspeech 2024, 1965-1969, 2024
22024
Automatic pronunciation assessment of non-native English based on phonological analysis
CD Rios-Urrego, D Escobar-Grisales, SA Moreno-Acevedo, ...
International Conference on Text, Speech, and Dialogue, 339-348, 2023
22023
Automatic Classification of Hypokinetic and Hyperkinetic Dysarthria based on GMM-Supervectors
CD Rios-Urrego, J Rusz, E Nöth, JR Orozco-Arroyave
Proceedings of the Annual Conference of the International Speech …, 2023
22023
On the Use of a Foundation Acoustic Model to Identify Highly Relevant Phonetic Information of Parkinson’s Speech
D Escobar-Grisales, CD Ríos-Urrego, JR Orozco-Arroyave
Workshop on Engineering Applications, 71-81, 2024
12024
Automatic Classification of Parkinson’s Disease Using Wav2vec Embeddings at Phoneme, Syllable, and Word Levels
JD Gallo-Aristizábal, D Escobar-Grisales, CD Ríos-Urrego, E Nöth, ...
International Conference on Text, Speech, and Dialogue, 313-323, 2024
12024
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