| Multimodal assessment of Parkinson's disease: a deep learning approach JC Vásquez-Correa, T Arias-Vergara, JR Orozco-Arroyave, B Eskofier, ... IEEE journal of biomedical and health informatics 23 (4), 1618-1630, 2018 | 200 | 2018 |
| Multi-channel spectrograms for speech processing applications using deep learning methods T Arias-Vergara, P Klumpp, JC Vasquez-Correa, E Nöth, ... Pattern Analysis and Applications 24, 423-431, 2021 | 76 | 2021 |
| Parkinson’s disease and aging: analysis of their effect in phonation and articulation of speech T Arias-Vergara, JC Vásquez-Correa, JR Orozco-Arroyave Cognitive Computation 9, 731-748, 2017 | 56 | 2017 |
| Cognitive determinants of dysarthria in Parkinson's disease: an automated machine learning approach AM García, T Arias‐Vergara, J C Vasquez‐Correa, E Nöth, M Schuster, ... Movement disorders 36 (12), 2862-2873, 2021 | 50 | 2021 |
| Apkinson: the Smartphone Application for Telemonitoring Parkinson’s Patients Through speech, Gait and Hands Movement JR Orozco-Arroyave, JC Vásquez-Correa, P Klumpp, PA Pérez-Toro, ... Neurodegenerative Disease Management 10 (3), 137-157, 2020 | 47 | 2020 |
| Convolutional neural networks and a transfer learning strategy to classify Parkinson’s disease from speech in three different languages JC Vásquez-Correa, T Arias-Vergara, CD Rios-Urrego, M Schuster, ... Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2019 | 40 | 2019 |
| Parallel representation learning for the classification of pathological speech: studies on Parkinson’s disease and cleft lip and palate JC Vasquez-Correa, T Arias-Vergara, M Schuster, JR Orozco-Arroyave, ... Speech Communication 122, 56-67, 2020 | 37 | 2020 |
| Speaker models for monitoring Parkinson’s disease progression considering different communication channels and acoustic conditions T Arias-Vergara, JC Vásquez-Correa, JR Orozco-Arroyave, E Nöth Speech Communication 101, 11-25, 2018 | 37 | 2018 |
| Influence of the Interviewer on the Automatic Assessment of Alzheimer's Disease in the Context of the ADReSSo Challenge. PA Pérez-Toro, SP Bayerl, T Arias-Vergara, JC Vásquez-Correa, ... Interspeech, 3785-3789, 2021 | 33 | 2021 |
| A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with Parkinson's Disease. JC Vásquez-Correa, T Arias-Vergara, JR Orozco-Arroyave, E Nöth INTERSPEECH, 456-460, 2018 | 33 | 2018 |
| Unobtrusive monitoring of speech impairments of Parkinson's disease patients through mobile devices T Arias-Vergara, JC Vasquez-Correa, JR Orozco-Arroyave, P Klumpp, ... 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 29 | 2018 |
| Transfer learning helps to improve the accuracy to classify patients with different speech disorders in different languages JC Vásquez-Correa, CD Rios-Urrego, T Arias-Vergara, M Schuster, ... Pattern Recognition Letters 150, 272-279, 2021 | 27 | 2021 |
| Parkinson's Disease Progression Assessment from Speech Using GMM-UBM. T Arias-Vergara, JC Vásquez-Correa, JR Orozco-Arroyave, ... Interspeech 2016, 1933-1937, 2016 | 27 | 2016 |
| Automatic detection of Parkinson's disease from continuous speech recorded in non-controlled noise conditions JC Vásquez-Correa, T Arias-Vergara, JR Orozco-Arroyave, ... Sixteenth annual conference of the international speech communication …, 2015 | 25 | 2015 |
| Nonlinear dynamics and Poincaré sections to model gait impairments in different stages of Parkinson’s disease PA Pérez-Toro, JC Vásquez-Correa, T Arias-Vergara, E Nöth, ... Nonlinear Dynamics 100, 3253-3276, 2020 | 23 | 2020 |
| Apkinson-A Mobile Monitoring Solution for Parkinson's Disease. P Klumpp, T Janu, T Arias-Vergara, JC Vásquez-Correa, ... INTERSPEECH, 1839-1843, 2017 | 22 | 2017 |
| Cepstral analysis and Hilbert-Huang transform for automatic detection of Parkinson’s disease FO López-Pabón, T Arias-Vergara, JR Orozco-Arroyave TecnoLógicas 23 (47), 91-106, 2020 | 21 | 2020 |
| Automatic detection of Voice Onset Time in voiceless plosives using gated recurrent units T Arias-Vergara, P Argüello-Vélez, JC Vásquez-Correa, E Nöth, ... Digital Signal Processing 104, 102779, 2020 | 14 | 2020 |
| Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings. PA Pérez-Toro, P Klumpp, A Hernandez, T Arias, P Lillo, A Slachevsky, ... Interspeech, 2483-2487, 2022 | 13 | 2022 |
| Acoustic and linguistic analyses to assess early-onset and genetic Alzheimer’s disease PA Pérez-Toro, JC Vásquez-Correa, T Arias-Vergara, P Klumpp, ... ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 13 | 2021 |
Elmar NöthUniversity of Erlangen-NurembergBestätigte E-Mail-Adresse bei informatik.uni-erlangen.de
