Juan Rafael Orozco-Arroyave

Best Publications

• Multimodal Assessment of Parkinson's Disease: A Deep Learning Approach

  Juan Camilo Vasquez-Correa;Tomas Arias-Vergara;J. R. Orozco-Arroyave;Bjorn Eskofier

  239
  Citations

• Automatic detection of Parkinson's disease in running speech spoken in three different languages.

  J. R. Orozco-Arroyave;F. Hönig;J. D. Arias-Londoño;J. F. Vargas-Bonilla

  238
  Citations

• New Spanish speech corpus database for the analysis of people suffering from Parkinson's disease

  Juan Rafael Orozco-Arroyave;Juli'an David Arias-Londo~no;Jes'us Francisco Vargas-Bonilla;Mar'ia Claudia Gonzalez-R'ativa

  227
  Citations

• The INTERSPEECH 2015 Computational Paralinguistics Challenge: Nativeness, Parkinson's & Eating Condition

  Björn W. Schuller;Stefan Steidl;Anton Batliner;Simone Hantke

  171
  Citations

• Characterization Methods for the Detection of Multiple Voice Disorders: Neurological, Functional, and Laryngeal Diseases

  Juan Rafael Orozco-Arroyave;Elkyn Alexander Belalcazar-Bolanos;Julian David Arias-Londono;Jesus Francisco Vargas-Bonilla

  142
  Citations

• NeuroSpeech: An open-source software for Parkinson's speech analysis

  Juan Rafael Orozco-Arroyave;Juan Camilo Vásquez-Correa;Jesús Francisco Vargas-Bonilla;Raman Arora

  129
  Citations

• Deep Learning Approach to Parkinson’s Disease Detection Using Voice Recordings and Convolutional Neural Network Dedicated to Image Classification

  Marek Wodzinski;Andrzej Skalski;Daria Hemmerling;Juan Rafael Orozco-Arroyave

  123
  Citations

• Towards an automatic evaluation of the dysarthria level of patients with Parkinson's disease.

  J.C. Vásquez-Correa;J.C. Vásquez-Correa;J.R. Orozco-Arroyave;J.R. Orozco-Arroyave;T. Bocklet;E. Nöth

  109
  Citations

• Analysis of speaker recognition methodologies and the influence of kinetic changes to automatically detect Parkinson's Disease

  Laureano Moro-Velázquez;Jorge Andrés Gómez-García;Juan Ignacio Godino-Llorente;Jesús Villalba

  97
  Citations

• Analysis and evaluation of handwriting in patients with Parkinson's disease using kinematic, geometrical, and non-linear features.

  Cristian D. Rios-Urrego;Juan Camilo Vásquez-Correa;Juan Camilo Vásquez-Correa;Jesús Francisco Vargas-Bonilla;Elmar Nöth

  90
  Citations

• Multi-channel spectrograms for speech processing applications using deep learning methods

  Tomas Arias-Vergara;Tomas Arias-Vergara;Tomas Arias-Vergara;Philipp Klumpp;Juan Camilo Vásquez-Correa;Juan Camilo Vásquez-Correa;Elmar Nöth

  87
  Citations

• Convolutional Neural Network to Model Articulation Impairments in Patients with Parkinson's Disease.

  Juan Camilo Vásquez-Correa;Juan Rafael Orozco-Arroyave;Elmar Nöth

  86
  Citations

• Cognitive Determinants of Dysarthria in Parkinson's Disease: An Automated Machine Learning Approach.

  Adolfo M García;Tomás Arias-Vergara;Tomás Arias-Vergara;Tomás Arias-Vergara;Juan C Vasquez-Correa;Juan C Vasquez-Correa;Elmar Nöth

  70
  Citations

• Non-negative matrix factorization-based time-frequency feature extraction of voice signal for Parkinson's disease prediction

  Unknown

  62
  Citations

• Characterisation of voice quality of Parkinson’s disease using differential phonological posterior features

  Milos Cernak;Juan Rafael Orozco-Arroyave;Juan Rafael Orozco-Arroyave;Frank Rudzicz;Heidi Christensen

  59
  Citations

• Hilbert spectrum analysis for automatic detection and evaluation of Parkinson’s speech

  Unknown

  59
  Citations

• Towards an automatic monitoring of the neurological state of Parkinson's patients from speech

  J. R. Orozco-Arroyave;J. C. Vdsquez-Correa;F. Honig;J. D. Arias-Londono

  58
  Citations

• Machine learning based analysis of speech dimensions in functional oropharyngeal dysphagia.

  Unknown

  52
  Citations

• Voiced/unvoiced transitions in speech as a potential bio-marker to detect parkinson's disease.

  Juan Rafael Orozco-Arroyave;Florian Hönig;Julián D. Arias-Londoño;Jesús Francisco Vargas-Bonilla

  51
  Citations

• Spectral and cepstral analyses for Parkinson's disease detection in Spanish vowels and words

  J. R. Orozco-Arroyave;J. R. Orozco-Arroyave;Florian Hönig;J. D. Arias-Londoño;J. F. Vargas-Bonilla

  49
  Citations