Professur für Informatik (Mustererkennung)

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 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