Paula Andrea Pérez-Toro

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 28

Top Topics

Speech Recognition

Automatic Assessment

Natural Language

Amyotrophic Lateral Sclerosis

Top Venues

Publications

J. D. Gallo-Aristizabal, Daniel Escobar-Grisales, Cristian D. Rios-Urrego, Paula Andrea Pérez-Toro, Elmar Nöth, Andreas Maier, Juan Rafael Orozco-Arroyave
Assessment of Handwriting in Patients With Parkinson's Disease Using Non-Intrusive Tasks. ISBI (2023)
Cristian D. Rios-Urrego, Daniel Escobar-Grisales, Santiago Andres Moreno-Acevedo, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave
Automatic Pronunciation Assessment of Non-native English Based on Phonological Analysis. TSD (2023)
Tobias Weise, Andreas K. Maier, Kubilay Can Demir, Paula Andrea Pérez-Toro, Tomas Arias-Vergara, Björn Heismann, Elmar Nöth, Maria Schuster, Seung Hee Yang
Impact of Including Pathological Speech in Pre-training on Pathology Detection. TSD (2023)
Tobias Weise, Paula Andrea Pérez-Toro, Andrea Deitermann, Bettina Hoffmann, Kubilay Can Demir, Theresa Straetz, Elmar Nöth, Andreas K. Maier, Thomas Kallert, Seung Hee Yang
Multi-modal Biomarker Extraction Framework for Therapy Monitoring of Social Anxiety and Depression Using Audio and Video. ML4MHD (2023)
Franziska Braun, Sebastian P. Bayerl, Paula Andrea Pérez-Toro, Florian Hönig, Hartmut Lehfeld, Thomas Hillemacher, Elmar Nöth, Tobias Bocklet, Korbinian Riedhammer
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study. CoRR (2023)
Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Tobias Bocklet, Elmar Nöth, Juan Rafael Orozco-Arroyave
User State Modeling Based on the Arousal-Valence Plane: Applications in Customer Satisfaction and Health-Care. IEEE Trans. Affect. Comput. 14 (2) (2023)
Paula Andrea Pérez-Toro, Dalia Rodríguez-Salas, Tomás Arias-Vergara, Sebastian P. Bayerl, Philipp Klumpp, Korbinian Riedhammer, Maria Schuster, Elmar Nöth, Andreas K. Maier, Juan Rafael Orozco-Arroyave
Transferring Quantified Emotion Knowledge for the Detection of Depression in Alzheimer's Disease Using Forestnets. ICASSP (2023)
Abner Hernandez, Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Andreas K. Maier, Seung Hee Yang
Self-Supervised Speech Representations Preserve Speech Characteristics while Anonymizing Voices. CoRR (2022)
Philipp Klumpp, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Juan Rafael Orozco-Arroyave, Anton Batliner, Elmar Nöth
The phonetic footprint of Parkinson's disease. Comput. Speech Lang. 72 (2022)
P. Schäfer, Paula Andrea Pérez-Toro, Philipp Klumpp, Juan Rafael Orozco-Arroyave, Elmar Nöth, Andreas K. Maier, A. Abad, Maria Schuster, Tomás Arias-Vergara
CoachLea: an Android Application to Evaluate the Speech Production and Perception of Children with Hearing Loss. INTERSPEECH (2022)
Paula Andrea Pérez-Toro, Philipp Klumpp, Abner Hernandez, Tomas Arias, Patricia Lillo, Andrea Slachevsky, Adolfo Martín García, Maria Schuster, Andreas K. Maier, Elmar Nöth, Juan Rafael Orozco-Arroyave
Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings. INTERSPEECH (2022)
Abner Hernandez, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas K. Maier, Seung Hee Yang
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition. INTERSPEECH (2022)
Philipp Klumpp, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave
Common Phone: A Multilingual Dataset for Robust Acoustic Modelling. CoRR (2022)
Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Philipp Klumpp, Juan Camilo Vásquez-Correa, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave
Depression assessment in people with Parkinson's disease: The combination of acoustic features and natural language processing. Speech Commun. 145 (2022)
Paula Andrea Pérez-Toro, Philipp Klumpp, Juan Camilo Vásquez-Correa, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave, Tomás Arias-Vergara
50 Shades of Gray: Effect of the Color Scale for the Assessment of Speech Disorders. TSD (2022)
Philipp Klumpp, Tomas Arias-Vergara, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave
Common Phone: A Multilingual Dataset for Robust Acoustic Modelling. LREC (2022)
Abner Hernandez, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas K. Maier, Seung Hee Yang
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition. CoRR (2022)
Teena tom Dieck, Paula Andrea Pérez-Toro, Tomas Arias, Elmar Nöth, Philipp Klumpp
Wav2vec behind the Scenes: How end2end Models learn Phonetics. INTERSPEECH (2022)
Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Philipp Klumpp, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave
Emotional State Modeling for the Assessment of Depression in Parkinson's Disease. TDS (2021)
Philipp Klumpp, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Juan Rafael Orozco-Arroyave, Anton Batliner, Elmar Nöth
The Phonetic Footprint of Parkinson's Disease. CoRR (2021)
Juan Camilo Vásquez-Correa, Tomas Arias-Vergara, Philipp Klumpp, Paula Andrea Pérez-Toro, Juan Rafael Orozco-Arroyave, Elmar Nöth
End-2-End Modeling of Speech and Gait from Patients with Parkinson's Disease: Comparison Between High Quality Vs. Smartphone Data. ICASSP (2021)
Philipp Klumpp, Tobias Bocklet, Tomas Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Sebastian P. Bayerl, Juan Rafael Orozco-Arroyave, Elmar Nöth
The Phonetic Footprint of Covid-19? Interspeech (2021)
Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Tomas Arias-Vergara, Philipp Klumpp, M. Sierra-Castrillón, M. E. Roldán-López, D. Aguillón, L. Hincapié-Henao, Carlos Andrés Tóbon-Quintero, Tobias Bocklet, Maria Schuster, Juan Rafael Orozco-Arroyave, Elmar Nöth
Acoustic and Linguistic Analyses to Assess Early-Onset and Genetic Alzheimer's Disease. ICASSP (2021)
Paula Andrea Pérez-Toro, Sebastian P. Bayerl, Tomas Arias-Vergara, Juan Camilo Vásquez-Correa, Philipp Klumpp, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave, Korbinian Riedhammer
Influence of the Interviewer on the Automatic Assessment of Alzheimer's Disease in the Context of the ADReSSo Challenge. Interspeech (2021)
Philipp Klumpp, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Florian Hönig, Elmar Nöth, Juan Rafael Orozco-Arroyave
Surgical Mask Detection with Deep Recurrent Phonetic Models. INTERSPEECH (2020)
Juan Camilo Vásquez-Correa, Tomas Arias-Vergara, Philipp Klumpp, M. Strauss, Arne Küderle, Nils Roth, S. Bayerl, Nicanor García-Ospina, Paula Andrea Pérez-Toro, L. Felipe Parra-Gallego, Cristian David Rios-Urrego, Daniel Escobar-Grisales, Juan Rafael Orozco-Arroyave, Björn M. Eskofier, Elmar Nöth
Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease. INTERSPEECH (2019)
Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, M. Strauss, Juan Rafael Orozco-Arroyave, Elmar Nöth
Natural Language Analysis to Detect Parkinson's Disease. TSD (2019)
Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Tomas Arias-Vergara, Nicanor García-Ospina, Juan Rafael Orozco-Arroyave, Elmar Nöth
A Non-linear Dynamics Approach to Classify Gait Signals of Patients with Parkinson's Disease. WEA (2) (2018)