Juan Rafael Orozco Arroyave

Lehrstuhl für Informatik 14 (Bild- und Sprachverarbeitung) (LME) Professur für Informatik (Mustererkennung)

Electrophysiological and Mechanical Approaches to the Swallowing Analysis (2020) Restrepo-Uribe JP, Roldan-Vasco S, Perez-Giraldo E, Orozco Arroyave JR, Orozco-Duque A Conference contribution Transfer learning to detect parkinson’s disease from speech in different languages using convolutional neural networks with layer freezing (2020) Rios-Urrego CD, Vasquez Correa J, Orozco Arroyave JR, Nöth E Conference contribution Nonlinear dynamics and Poincaré sections to model gait impairments in different stages of Parkinson’s disease (2020) Pérez-Toro PA, Vasquez Correa J, Arias Vergara T, Nöth E, Orozco Arroyave JR Journal article Principal component analysis of the spectrogram of the speech signal: Interpretation and application to dysarthric speech (2020) Kacha A, Grenez F, Orozco Arroyave JR, Schoentgen J Journal article Articulation and Empirical Mode Decomposition Features in Diadochokinetic Exercises for the Speech Assessment of Parkinson’s Disease Patients (2019) Vasquez Correa J, Rios-Urrego CD, Rueda A, Orozco Arroyave JR, Krishnan S, Nöth E Book chapter / Article in edited volumes Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson’s Disease from Speech in Three Different Languages (2019) Vasquez Correa J, Arias Vergara T, Rios-Urrego CD, Schuster M, Rusz J, Orozco Arroyave JR, Nöth E Book chapter / Article in edited volumes Analysis and evaluation of handwriting in patients with Parkinson’s disease using kinematic, geometrical, and non-linear features (2019) Rios-Urrego CD, Vargas-Bonilla F, Nöth E, Lopera F, Orozco Arroyave JR Journal article, Original article Speech differences between CI users with pre- and postlingual onset of deafness detected by speech processing methods on voiceless to voice transitions (2019) Arias Vergara T, Orozco Arroyave JR, Vasquez Correa J, Nöth E, Schuster M, Gollwitzer S, Högerle C Conference contribution, Abstract of a poster Natural Language Analysis to Detect Parkinson's Disease (2019) Perez-Toro PA, Vasquez Correa J, Strauß M, Orozco Arroyave JR, Nöth E Conference contribution Multi-channel Convolutional Neural Networks for Automatic Detection of Speech Deficits in Cochlear Implant Users (2019) Arias Vergara T, Vasquez Correa J, Gollwitzer S, Orozco Arroyave JR, Schuster M, Nöth E Conference contribution, Original article