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 | 49 | 2020 |
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, ... Proc. Interspeech 2021, 3785-3789, 2021 | 34 | 2021 |
Cross-lingual self-supervised speech representations for improved dysarthric speech recognition A Hernandez, PA Pérez-Toro, E Nöth, JR Orozco-Arroyave, A Maier, ... arXiv preprint arXiv:2204.01670, 2022 | 29 | 2022 |
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, 2020 | 23 | 2020 |
Natural language analysis to detect Parkinson’s disease PA Pérez-Toro, JC Vásquez-Correa, M Strauss, JR Orozco-Arroyave, ... Text, Speech, and Dialogue: 22nd International Conference, TSD 2019 …, 2019 | 21 | 2019 |
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 | 17 | 2022 |
User state modeling based on the arousal-valence plane: Applications in customer satisfaction and health-care PA Pérez-Toro, JC Vásquez-Correa, T Bocklet, E Nöth, ... IEEE Transactions on Affective Computing 14 (2), 1533-1546, 2021 | 16 | 2021 |
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 |
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 | 12 | 2022 |
The phonetic footprint of parkinson’s disease P Klumpp, T Arias-Vergara, JC Vásquez-Correa, PA Pérez-Toro, ... Computer Speech & Language 72, 101321, 2022 | 12 | 2022 |
A non-linear dynamics approach to classify gait signals of patients with Parkinson’s disease PA Pérez-Toro, JC Vásquez-Correa, T Arias-Vergara, N Garcia-Ospina, ... Applied Computer Sciences in Engineering: 5th Workshop on Engineering …, 2018 | 11 | 2018 |
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 |
Classification of parkinson’s disease patients—a deep learning strategy HA Carvajal-Castaño, PA Pérez-Toro, JR Orozco-Arroyave Electronics 11 (17), 2684, 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 |
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 | 7 | 2023 |
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 |
PauPerezT/WEBERT: Word Embeddings using BERT PA Perez-Toro https://doi.org/10.5281/zenodo.3964244, 2020 | 7 | 2020 |