| 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 | 78 | 2021 |
| Phonet: A Tool Based on Gated Recurrent Neural Networks to Extract Phonological Posteriors from Speech. JC Vásquez-Correa, P Klumpp, JR Orozco-Arroyave, E Nöth INTERSPEECH 60, 61, 2019 | 54 | 2019 |
| 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 | 48 | 2020 |
| Wearables-based multi-task gait and activity segmentation using recurrent neural networks CF Martindale, V Christlein, P Klumpp, BM Eskofier Neurocomputing 432, 250-261, 2021 | 44 | 2021 |
| 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 | 34 | 2021 |
| 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 | 30 | 2018 |
| ANN-based Alzheimer's disease classification from bag of words P Klumpp, J Fritsch, E Nöth Speech Communication; 13th ITG-Symposium, 1-4, 2018 | 27 | 2018 |
| 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 |
| 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 |
| The phonetic footprint of parkinson’s disease P Klumpp, T Arias-Vergara, JC Vásquez-Correa, PA Pérez-Toro, ... Computer Speech & Language 72, 101321, 2022 | 11 | 2022 |
| Wav2vec behind the Scenes: How end2end Models learn Phonetics. T tom Dieck, PA Pérez-Toro, T Arias, E Nöth, P Klumpp INTERSPEECH, 5130-5134, 2022 | 9 | 2022 |
| Common phone: A multilingual dataset for robust acoustic modelling P Klumpp, T Arias-Vergara, PA Pérez-Toro, E Nöth, JR Orozco-Arroyave arXiv preprint arXiv:2201.05912, 2022 | 9 | 2022 |
| Surgical mask detection with deep recurrent phonetic models. P Klumpp, T Arias-Vergara, JC Vásquez-Correa, PA Pérez-Toro, F Hönig, ... Interspeech, 2057-2061, 2020 | 9 | 2020 |
| Depression assessment in people with Parkinson’s disease: The combination of acoustic features and natural language processing PA Pérez-Toro, T Arias-Vergara, P Klumpp, JC Vásquez-Correa, ... Speech Communication 145, 10-20, 2022 | 8 | 2022 |
| End-2-end modeling of speech and gait from patients with Parkinson’s disease: Comparison between high quality vs. smartphone data JC Vasquez-Correa, T Arias-Vergara, P Klumpp, PA Pérez-Toro, ... ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 8 | 2021 |
| Emotional state modeling for the assessment of depression in Parkinson’s disease PA Pérez-Toro, JC Vasquez-Correa, T Arias-Vergara, P Klumpp, ... Text, Speech, and Dialogue: 24th International Conference, TSD 2021, Olomouc …, 2021 | 8 | 2021 |
| Interpreting acoustic features for the assessment of Alzheimer’s disease using ForestNet PA Pérez-Toro, D Rodríguez-Salas, T Arias-Vergara, P Klumpp, ... Smart Health 26, 100347, 2022 | 7 | 2022 |
| Transferring quantified emotion knowledge for the detection of depression in Alzheimer’s disease using forestnets PA Pérez-Toro, D Rodríguez-Salas, T Arias-Vergara, SP Bayerl, ... ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 6 | 2023 |
| The phonetic footprint of covid-19? P Klumpp, T Bocklet, T Arias-Vergara, JC Vásquez-Correa, ... Interspeech, 441-445, 2021 | 6 | 2021 |
