Juan Rafael Orozco Arroyave

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

Automatic detection of Voice Onset Time in voiceless plosives using gated recurrent units (2020) Arias Vergara T, Arguello-Velez P, Vasquez Correa J, Nöth E, Schuster M, González-Rátiva MC, Orozco Arroyave JR Journal article Hilbert spectrum analysis for automatic detection and evaluation of Parkinson's speech (2020) Karan B, Sahu SS, Orozco Arroyave JR, Mahto K Journal article Comparison of User Models Based on GMM-UBM and I-Vectors for Speech, Handwriting, and Gait Assessment of Parkinson’s Disease Patients (2020) Vasquez Correa J, Bocklet T, Orozco Arroyave JR, Nöth E Conference contribution 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