Professur für Informatik (Mustererkennung)

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 What Makes the Cepstral Peak Prominence Different to Other Acoustic Correlates of Vocal Quality? (2020) Ferrer Riesgo CA, Nöth E Journal article ORCA-SPOT: An Automatic Killer Whale Sound Detection Toolkit Using Deep Learning (2019) Bergler C, Schröter H, Cheng RX, Barth V, Weber M, Nöth E, Hofer H, Maier A Journal article Multi-channel Convolutional Neural Networks for Automatic Detection of Speech Deficits in Cochlear Implant Users (2019) Arias Vergara T, Vasquez Correa J, Gollwitzer S, Orozco-Arroyave JR, Schuster M, Nöth E Book chapter / Article in edited volumes 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 Identifying failure root causes by visualizing parameter interdependencies with spectrograms (2019) Baier L, Frommherz J, Nöth E, Donhauser T, Schuderer P, Franke J Journal article Audio-Based Search and Rescue with a Drone: Highlights from the IEEE Signal Processing Cup 2019 Student Competition [SP Competitions] (2019) Deleforge A, Di Carlo D, Strauß M, Serizel R, Marcenaro L Journal article, Review article Deep Learning Approach to Parkinson's Disease Detection Using Voice Recordings and Convolutional Neural Network Dedicated to Image Classification (2019) Wodzinski M, Skalski A, Hemmerling D, Orozco-Arroyave JR, Nöth E Conference contribution Automatic Diagnosis of Alzheimer's Disease Using Neural Network Language Models (2019) Fritsch J, Wankerl S, Nöth E Conference contribution