A Non-linear Dynamics Approach to Classify Gait Signals of Patients with Parkinson's Disease. - Paula Andrea Pérez-Toro; Juan Camilo Vásquez-Correa; Tomás Arias-Vergara; Nicanor García-Ospina; Juan Rafael Orozco-Arroyave; Elmar Nöth (WEA (2), 2018)

Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease. - Juan Camilo Vásquez-Correa; Tomás Arias-Vergara; Philipp Klumpp; M. Strauss; Arne Küderle; Nils Roth; Sebastian P. Bayerl; Nicanor García-Ospina; Paula Andrea Pérez-Toro; L. Felipe Parra-Gallego; Cristian David Ríos-Urrego; Daniel Escobar-Grisales; et al. (INTERSPEECH, 2019)

Natural Language Analysis to Detect Parkinson's Disease. - Paula Andrea Pérez-Toro; Juan Camilo Vásquez-Correa; Martin Strauss 003; Juan Rafael Orozco-Arroyave; Elmar Nöth (TSD, 2019)

Surgical Mask Detection with Deep Recurrent Phonetic Models. - Philipp Klumpp; Tomás Arias-Vergara; Juan Camilo Vásquez-Correa; Paula Andrea Pérez-Toro; Florian Hönig; Elmar Nöth; Juan Rafael Orozco-Arroyave (INTERSPEECH, 2020)

Acoustic and Linguistic Analyses to Assess Early-Onset and Genetic Alzheimer's Disease. - Paula Andrea Pérez-Toro; Juan Camilo Vásquez-Correa; Tomás Arias-Vergara; Philipp Klumpp; M. Sierra-Castrillón; M. E. Roldán-López; David Aguillón; Liliana Hincapié-Henao; Carlos Andrés Tobón-Quintero; Tobias Bocklet; Maria Schuster; Juan Rafael Orozco-Arroyave; et al. (ICASSP, 2021)

End-2-End Modeling of Speech and Gait from Patients with Parkinson's Disease: Comparison Between High Quality Vs. Smartphone Data. - Juan Camilo Vásquez-Correa; Tomás Arias-Vergara; Philipp Klumpp; Paula Andrea Pérez-Toro; Juan Rafael Orozco-Arroyave; Elmar Nöth (ICASSP, 2021)

The Phonetic Footprint of Covid-19? - Philipp Klumpp; Tobias Bocklet; Tomás Arias-Vergara; Juan Camilo Vásquez-Correa; Paula Andrea Pérez-Toro; Sebastian P. Bayerl; Juan Rafael Orozco-Arroyave; Elmar Nöth (Interspeech, 2021)

Influence of the Interviewer on the Automatic Assessment of Alzheimer's Disease in the Context of the ADReSSo Challenge. - Paula Andrea Pérez-Toro; Sebastian P. Bayerl; Tomás Arias-Vergara; Juan Camilo Vásquez-Correa; Philipp Klumpp; Maria Schuster; Elmar Nöth; Juan Rafael Orozco-Arroyave; Korbinian Riedhammer (Interspeech, 2021)

Emotional State Modeling for the Assessment of Depression in Parkinson's Disease. - Paula Andrea Pérez-Toro; Juan Camilo Vásquez-Correa; Tomás Arias-Vergara; Philipp Klumpp; Maria Schuster; Elmar Nöth; Juan Rafael Orozco-Arroyave (TDS, 2021)

Wav2vec behind the Scenes: How end2end Models learn Phonetics. - Teena tom Dieck; Paula Andrea Pérez-Toro; Tomas Arias; Elmar Nöth; Philipp Klumpp (INTERSPEECH, 2022)

Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition. - Abner Hernandez; Paula Andrea Pérez-Toro; Elmar Nöth; Juan Rafael Orozco-Arroyave; Andreas K. Maier; Seung Hee Yang (INTERSPEECH, 2022)

Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings. - 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 (INTERSPEECH, 2022)

CoachLea: an Android Application to Evaluate the Speech Production and Perception of Children with Hearing Loss. - P. Schäfer; Paula Andrea Pérez-Toro; Philipp Klumpp; Juan Rafael Orozco-Arroyave; Elmar Nöth; Andreas K. Maier; A. Abad; Maria Schuster; Tomás Arias-Vergara (INTERSPEECH, 2022)

Common Phone: A Multilingual Dataset for Robust Acoustic Modelling. - Philipp Klumpp; Tomás Arias-Vergara; Paula Andrea Pérez-Toro; Elmar Nöth; Juan Rafael Orozco-Arroyave (LREC, 2022)

50 Shades of Gray: Effect of the Color Scale for the Assessment of Speech Disorders. - Paula Andrea Pérez-Toro; Philipp Klumpp; Juan Camilo Vásquez-Correa; Maria Schuster; Elmar Nöth; Juan Rafael Orozco-Arroyave; Tomás Arias-Vergara (TSD, 2022)

Self-Supervised Speech Representations Preserve Speech Characteristics while Anonymizing Voices. - Abner Hernandez; Paula Andrea Pérez-Toro; Juan Camilo Vásquez-Correa; Juan Rafael Orozco-Arroyave; Andreas K. Maier; Seung Hee Yang (CoRR, 2022)

The phonetic footprint of Parkinson's disease. - Philipp Klumpp; Tomás Arias-Vergara; Juan Camilo Vásquez-Correa; Paula Andrea Pérez-Toro; Juan Rafael Orozco-Arroyave; Anton Batliner; Elmar Nöth (Comput. Speech Lang., 2022)

Depression assessment in people with Parkinson's disease: The combination of acoustic features and natural language processing. - Paula Andrea Pérez-Toro; Tomás Arias-Vergara; Philipp Klumpp; Juan Camilo Vásquez-Correa; Maria Schuster; Elmar Nöth; Juan Rafael Orozco-Arroyave (Speech Commun., 2022)

Transferring Quantified Emotion Knowledge for the Detection of Depression in Alzheimer's Disease Using Forestnets. - 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 (ICASSP, 2023)

Measuring Phonological Precision in Children with Cleft Lip and Palate. - Tomás Arias-Vergara; Elizabeth Londoño-Mora; Paula Andrea Pérez-Toro; Maria Schuster; Elmar Nöth; Juan Rafael Orozco-Arroyave; Andreas Maier 001 (INTERSPEECH, 2023)

Classifying Dementia in the Presence of Depression: A Cross-Corpus Study. - Franziska Braun; Sebastian P. Bayerl; Paula Andrea Pérez-Toro; Florian Hönig; Hartmut Lehfeld; Thomas Hillemacher; Elmar Nöth; Tobias Bocklet; Korbinian Riedhammer (INTERSPEECH, 2023)

Speaking Clearly, Understanding Better: Predicting the L2 Narrative Comprehension of Chinese Bilingual Kindergarten Children Based on Speech Intelligibility Using a Machine Learning Approach. - Hiuching Hung; Paula Andrea Pérez-Toro; Tomás Arias-Vergara; Andreas Maier 001; Elmar Nöth (INTERSPEECH, 2023)

Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features. - Paula Andrea Pérez-Toro; Tomás Arias-Vergara; Franziska Braun; Florian Hönig; Carlos Andrés Tobón-Quintero; David Aguillón; Francisco Lopera; Liliana Hincapié-Henao; Maria Schuster; Korbinian Riedhammer; Andreas Maier 001; Elmar Nöth; et al. (INTERSPEECH, 2023)

Assessment of Handwriting in Patients With Parkinson's Disease Using Non-Intrusive Tasks. - Jeferson David Gallo-Aristizábal; Daniel Escobar-Grisales; Cristian D. Ríos-Urrego; Paula Andrea Pérez-Toro; Elmar Nöth; Andreas Maier 001; Juan Rafael Orozco-Arroyave (ISBI, 2023)

Multi-modal Biomarker Extraction Framework for Therapy Monitoring of Social Anxiety and Depression Using Audio and Video. - 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 (ML4MHD, 2023)

Automatic Pronunciation Assessment of Non-native English Based on Phonological Analysis. - Cristian D. Ríos-Urrego; Daniel Escobar-Grisales; Santiago Andres Moreno-Acevedo; Paula Andrea Pérez-Toro; Elmar Nöth; Juan Rafael Orozco-Arroyave (TSD, 2023)

Impact of Including Pathological Speech in Pre-training on Pathology Detection. - Tobias Weise; Andreas K. Maier; Kubilay Can Demir; Paula Andrea Pérez-Toro; Tomás Arias-Vergara; Björn Heismann; Elmar Nöth; Maria Schuster; Seung Hee Yang (TSD, 2023)

User State Modeling Based on the Arousal-Valence Plane: Applications in Customer Satisfaction and Health-Care. - Paula Andrea Pérez-Toro; Juan Camilo Vásquez-Correa; Tobias Bocklet; Elmar Nöth; Juan Rafael Orozco-Arroyave (IEEE Trans. Affect. Comput., 2023)

Longitudinal Modeling of Depression Shifts Using Speech and Language. - Paula Andrea Pérez-Toro; Judith Dineley; Agnieszka Kaczkowska; Pauline Conde; Yuezhou Zhang; Faith Matcham; Sara Siddi; Josep Maria Haro; Stuart Bruce; Til Wykes; Raquel Bailón; Srinivasan Vairavan; et al. (ICASSP, 2024)

Contrastive Learning Approach for Assessment of Phonological Precision in Patients with Tongue Cancer Using MRI Data. - Tomás Arias-Vergara; Paula Andrea Pérez-Toro; Xiaofeng Liu 001; Fangxu Xing; Maureen Stone 001; Jiachen Zhuo; Jerry L. Prince; Maria Schuster; Elmar Nöth; Jonghye Woo; Andreas K. Maier (INTERSPEECH, 2024)

Multilingual Speech and Language Analysis for the Assessment of Mild Cognitive Impairment: Outcomes from the Taukadial Challenge. - Paula Andrea Pérez-Toro; Tomás Arias-Vergara; Philipp Klumpp; Tobias Weise; Maria Schuster; Elmar Nöth; Juan Rafael Orozco-Arroyave; Andreas K. Maier (INTERSPEECH, 2024)

Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech. - Tobias Weise; Philipp Klumpp; Kubilay Can Demir; Paula Andrea Pérez-Toro; Maria Schuster; Elmar Nöth; Björn Heismann; Andreas K. Maier; Seung Hee Yang (INTERSPEECH, 2024)

Tagged-to-Cine MRI Sequence Synthesis via Light Spatial-Temporal Transformer. - Xiaofeng Liu 001; Fangxu Xing; Zhangxing Bian; Tomás Arias-Vergara; Paula Andrea Pérez-Toro; Andreas K. Maier; Maureen Stone 001; Jiachen Zhuo; Jerry L. Prince; Jonghye Woo (MICCAI (7), 2024)

Anonymizing Dysarthric Speech: Investigating the Effects of Voice Conversion on Pathological Information Preservation. - Abner Hernandez; Paula Andrea Pérez-Toro; Tomás Arias-Vergara; Juan Camilo Vásquez-Correa; Seung Hee Yang; Juan Rafael Orozco-Arroyave; Andreas K. Maier (TSD (2), 2024)

A Survey of Music Generation in the Context of Interaction. - Ismael Agchar; Ilja Baumann; Franziska Braun; Paula Andrea Pérez-Toro; Korbinian Riedhammer; Sebastian Trump; Martin Ullrich (CoRR, 2024)

The Impact of Speech Anonymization on Pathology and Its Limits. - Soroosh Tayebi Arasteh; Tomás Arias-Vergara; Paula Andrea Pérez-Toro; Tobias Weise; Kai Packhäuser; Maria Schuster; Elmar Nöth; Andreas Maier 001; Seung Hee Yang (CoRR, 2024)

Differential privacy for protecting patient data in speech disorder detection using deep learning. - Soroosh Tayebi Arasteh; Mahshad Lotfinia; Paula Andrea Pérez-Toro; Tomás Arias-Vergara; Juan Rafael Orozco-Arroyave; Maria Schuster; Andreas K. Maier; Seung Hee Yang (CoRR, 2024)

Empathetic Deep Learning: Transferring Adult Speech Emotion Models to Children With Gender-Specific Adaptations Using Neural Embeddings. - Elina Lesyk; Tomás Arias-Vergara; Elmar Nöth; Andreas Maier 001; Juan Rafael Orozco-Arroyave; Paula Andrea Pérez-Toro (Hum. Centric Intell. Syst., 2024)

Abstract: Contrastive Learning Approach for Assessment of Speech in Patients with Tongue Cancer using MRI Data. - Tomás Arias-Vergara; Paula Andrea Pérez-Toro; Xiaofeng Liu 001; Fangxu Xing; Maureen Stone 001; Jiachen Zhuo; Jerry L. Prince; Maria Schuster; Elmar Nöth; Jonghye Woo; Andreas K. Maier (Bildverarbeitung für die Medizin, 2025)

A Systematic Evaluation of Machine Learning Methods for Fault Detection and Line Identification in Electrical Power Grids. - Julian Oelhaf; Georg Kordowich; Paula Andrea Pérez-Toro; Tomás Arias-Vergara; Andreas K. Maier; Johann Jäger; Siming Bayer (ICASSP, 2025)

Enhancing ASR Accuracy for Speakers with Parkinson's Disease Using Instruction-Tuned LLMs. - Abner Hernandez; Tomás Arias-Vergara; Andreas K. Maier; Paula Andrea Pérez-Toro (TSD (2), 2025)

Audio-Vision Contrastive Learning for Phonological Class Recognition. - Daiqi Liu; Tomás Arias-Vergara; Jana Hutter; Andreas Maier 001; Paula Andrea Pérez-Toro (TSD (1), 2025)

A Speech-to-Video Synthesis Approach Using Spatio-Temporal Diffusion for Vocal Tract MRI. - Paula Andrea Pérez-Toro; Tomás Arias-Vergara; Fangxu Xing; Xiaofeng Liu 001; Maureen Stone 001; Jiachen Zhuo; Juan Rafael Orozco-Arroyave; Elmar Nöth; Jana Hutter; Jerry L. Prince; Andreas K. Maier; Jonghye Woo (CoRR, 2025)

Towards End-to-End Speech Articulation and Spoken Language Analysis Using Deep Learning. - Tobias Weise; Kubilay Can Demir; Paula Andrea Pérez-Toro; Tomás Arias-Vergara; Andreas Maier 001; Elmar Nöth; Maria Schuster; Björn Heismann; Seung Hee Yang (Hum. Centric Intell. Syst., 2025)

Perceptual Implications of Automatic Anonymization in Pathological Speech. - Soroosh Tayebi Arasteh; Saba Afza; Tri-Thien Nguyen; Lukas Buess; Maryam Parvin; Tomás Arias-Vergara; Paula Andrea Pérez-Toro; Hiuching Hung; Mahshad Lotfinia; Thomas Gorges; Elmar Nöth; Maria Schuster; et al. (CoRR, 2025)

Towards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages. - Chin-Jou Li; Eunjung Yeo; Kwanghee Choi; Paula Andrea Pérez-Toro; Masao Someki; Rohan Kumar Das; Zhengjun Yue; Juan Rafael Orozco-Arroyave; Elmar Nöth; David R. Mortensen (CoRR, 2025)

Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection. - Julian Oelhaf; Georg Kordowich; Changhun Kim; Paula Andrea Pérez-Toro; Andreas Maier 001; Johann Jäger; Siming Bayer (CoRR, 2025)

kidsNARRATE: a versatile corpus for studying Chinese-english bilingual L2 narrative skills in preschoolers. - Hiuching Hung; Thorsten Piske; Paula Andrea Pérez-Toro; Tomás Arias-Vergara; Andreas Maier 001 (Lang. Resour. Evaluation, 2025)