Professur für Informatik (Mustererkennung)

Transfer learning helps to improve the accuracy to classify patients with different speech disorders in different languages (2021) Vásquez-Correa JC, Rios-Urrego CD, Arias Vergara T, Schuster M, Rusz J, Nöth E, Orozco-Arroyave JR Journal article From discourse to pathology: Automatic identification of Parkinson's disease patients via morphological measures across three languages (2020) Eyigoz E, Courson M, Sedeño L, Rogg K, Orozco-Arroyave JR, Nöth E, Skodda S, et al. Journal article ORCA-CLEAN: A Deep Denoising Toolkit for Killer Whale Communication (2020) Bergler C, Schmitt M, Maier A, Smeele S, Barth V, Nöth E Conference contribution, Original article 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 ANN-based Alzheimer's disease classification from bag of words (2020) Klumpp P, Fritsch JD, Nöth E Conference contribution