Professur für Informatik (Mustererkennung)

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 Segmentation, Classification, and Visualization of Orca Calls Using Deep Learning (2019) Schröter H, Nöth E, Maier A, Cheng R, Barth V, Bergler C Conference contribution, Original article Analysis and evaluation of handwriting in patients with Parkinson’s disease using kinematic, geometrical, and non-linear features (2019) Rios-Urrego CD, Vargas-Bonilla F, Nöth E, Lopera F, Orozco Arroyave JR Journal article, Original article Speech differences between CI users with pre- and postlingual onset of deafness detected by speech processing methods on voiceless to voice transitions (2019) Arias Vergara T, Orozco Arroyave JR, Vasquez Correa J, Nöth E, Schuster M, Gollwitzer S, Högerle C Conference contribution, Abstract of a poster Impact of Pathologies on Automatic Age Estimation (2019) Schwinn L, Haderlein T, Nöth E, Maier A Conference contribution, Conference Contribution