Professur für Informatik (Mustererkennung)

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 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