Professur für Informatik (Mustererkennung)

Nonlinear dynamics and Poincare sections to model gait impairments in different stages of Parkinson's disease (2020) Perez 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, Perez Toro PA, Hönig FT, Nöth E, Orozco-Arroyave JR Conference contribution, Conference Contribution ANN-based Alzheimer's disease classification from bag of words (2020) Klumpp P, Fritsch JD, Nöth E 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 Acoustic characteristics of vot in plosive consonants produced by parkinson’s patients (2020) Argüello-Vélez P, Arias-Vergara T, González-Rátiva MC, Orozco-Arroyave JR, Nöth E, Schuster ME 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 Multi-channel spectrograms for speech processing applications using deep learning methods (2020) Arias-Vergara T, Klumpp P, Vasquez-Correa JC, Nöth E, Orozco-Arroyave JR, Schuster M Journal article 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 Surgical mask detection with deep recurrent phonetic models (2020) Klumpp P, Arias Vergara T, Vásquez-Correa JC, Pérez-Toro PA, Hönig FT, Nöth E, Orozco-Arroyave JR Conference contribution, Conference Contribution