Juan Vasquez Correa

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

Parallel Representation Learning for the Classification of Pathological Speech: Studies on Parkinson's Disease and Cleft Lip and Palate (2020) Vasquez Correa J, Arias Vergara T, Schuster M, Orozco Arroyave JR, Nöth E Journal article 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 Apkinson: the smartphone application for telemonitoring Parkinson's patients through speech, gait and hands movement (2020) Orozco-Arroyave JR, Vasquez Correa J, Klumpp P, Pérez Toro PA, Escobar-Grisales D, Roth N, Ríos-Urrego CD, et al. Journal article Nonlinear dynamics and Poincare 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 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 Surgical mask detection with deep recurrent phonetic models (2020) Klumpp P, Arias Vergara T, Vasquez Correa J, Pérez Toro PA, Hönig FT, Nöth E, Orozco-Arroyave JR Conference contribution, Conference Contribution Assessing the dysarthria level of parkinson’s disease patients with gmm-ubm supervectors using phonological posteriors and diadochokinetic exercises (2020) Miller GF, Vasquez Correa J, Nöth E 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 Current methods and new trends in signal processing and pattern recognition for the automatic assessment of motor impairments: the case of Parkinson's disease (2020) Orozco-Arroyave JR, Vasquez Correa J, Nöth E Book chapter / Article in edited volumes 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