Speech Processing and Understanding

Deep Representation Learning for Orca Call Type Classification (2019) Bergler C, Schmitt M, Cheng RX, Schröter H, Maier A, Barth V, Weber M, Nöth E Conference contribution Natural Language Analysis to Detect Parkinson’s Disease (2019) Pérez-Toro PA, Vasquez Correa J, Strauß M, Orozco Arroyave JR, Nöth E Conference contribution ANN-based Alzheimer’s disease classification from bag of words (2018) Klumpp P, Fritsch JD, Nöth E Conference contribution, Original article Unobtrusive Monitoring of Speech Impairments of Parkinson's Disease Patients Through Mobile Devices (2018) Arias Vergara T, Vasquez Correa J, Orozco Arroyave JR, Klumpp P, Nöth E Conference contribution, Conference Contribution Phonological posteriors and GRU recurrent units to assess speech impairments of patients with Parkinson’s disease (2018) Vasquez Correa J, Garcia N, Orozco-Arroyave JR, Cernak M, Nöth E Book chapter / Article in edited volumes A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with Parkinson's Disease (2018) Vasquez Correa J, Arias Vergara T, Orozco-Arroyave JR, Nöth E Conference contribution, Original article Multimodal i-vectors to Detect and Evaluate Parkinson's Disease (2018) Garcia N, Vasquez Correa J, Arroyave JRO, Nöth E Conference contribution Speaker models for monitoring Parkinson’s disease progression considering different communication channels and acoustic conditions (2018) Arias Vergara T, Vasquez Correa J, Rafael Orozco-Arroyave J, Nöth E Journal article, Original article Unobtrusive Monitoring of Speech Impairments of Parkinson'S Disease Patients Through Mobile Devices (2018) Arias Vergara T, Vasquez Correa J, Rafael Orozco-Arroyave J, Klumpp P, Nöth E Conference contribution, Original article Multimodal assessment of Parkinson's disease: a deep learning approach (2018) Vasquez Correa J, Arias Vergara T, Rafael Orozco-Arroyave J, Eskofier B, Klucken J, Nöth E Journal article, Original article