Automatic detection of parkinson's disease from continuous speech recorded in non-controlled noise conditions. - Juan Camilo Vásquez-Correa; Tomás Arias-Vergara; Juan Rafael Orozco-Arroyave; Jesús Francisco Vargas-Bonilla; Julián D. Arias-Londoño; Elmar Nöth (INTERSPEECH, 2015)

Gender-dependent GMM-UBM for tracking Parkinson's disease progression from speech. - Tomás Arias-Vergara; Juan Camilo Vásquez-Correa; Juan Rafael Orozco-Arroyave; Jesús Francisco Vargas-Bonilla; Tino Haderlein; Elmar Nöth (ITG Symposium on Speech Communication, 2016)

Wavelet-Based Time-Frequency Representations for Automatic Recognition of Emotions from Speech. - Juan Camilo Vásquez-Correa; Tomás Arias-Vergara; Juan Rafael Orozco-Arroyave; Jesús Francisco Vargas-Bonilla; Elmar Nöth (ITG Symposium on Speech Communication, 2016)

Parkinson's Disease Progression Assessment from Speech Using GMM-UBM. - Tomás Arias-Vergara; Juan Camilo Vásquez-Correa; Juan Rafael Orozco-Arroyave; Jesús Francisco Vargas-Bonilla; Elmar Nöth (INTERSPEECH, 2016)

Apkinson - A Mobile Monitoring Solution for Parkinson's Disease. - Philipp Klumpp; Thomas Janu; Tomás Arias-Vergara; Juan Camilo Vásquez-Correa; Juan Rafael Orozco-Arroyave; Elmar Nöth (INTERSPEECH, 2017)

Parkinson's Disease Progression Assessment from Speech Using a Mobile Device-Based Application. - Tomás Arias-Vergara; Philipp Klumpp; Juan Camilo Vásquez-Correa; Juan Rafael Orozco-Arroyave; Elmar Nöth (TSD, 2017)

Speaker Model to Monitor the Neurological State and the Dysarthria Level of Patients with Parkinson's Disease. - Juan Camilo Vásquez-Correa; Reynel Castrillón; Tomás Arias-Vergara; Juan Rafael Orozco-Arroyave; Elmar Nöth (TSD, 2017)

Parkinson's Disease and Aging: Analysis of Their Effect in Phonation and Articulation of Speech. - Tomás Arias-Vergara; Juan Camilo Vásquez-Correa; Juan Rafael Orozco-Arroyave (Cogn. Comput., 2017)

Unobtrusive Monitoring of Speech Impairments of Parkinson'S Disease Patients Through Mobile Devices. - Tomás Arias-Vergara; Juan Camilo Vásquez-Correa; Juan Rafael Orozco-Arroyave; Philipp Klumpp; Elmar Nöth (ICASSP, 2018)

A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with Parkinson's Disease. - Juan Camilo Vásquez-Correa; Tomás Arias-Vergara; Juan Rafael Orozco-Arroyave; Elmar Nöth (INTERSPEECH, 2018)

Phonological i-Vectors to Detect Parkinson's Disease. - Nicanor García-Ospina; Tomás Arias-Vergara; Juan Camilo Vásquez-Correa; Juan Rafael Orozco-Arroyave; Milos Cernak; Elmar Nöth (TSD, 2018)

Automatic Intelligibility Assessment of Parkinson's Disease with Diadochokinetic Exercises. - L. Felipe Parra-Gallego; Tomás Arias-Vergara; Juan Camilo Vásquez-Correa; Nicanor García-Ospina; Juan Rafael Orozco-Arroyave; Elmar Nöth (WEA (2), 2018)

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)

Speaker models for monitoring Parkinson's disease progression considering different communication channels and acoustic conditions. - Tomás Arias-Vergara; Juan Camilo Vásquez-Correa; Juan Rafael Orozco-Arroyave; Elmar Nöth (Speech Commun., 2018)

Multi-channel Convolutional Neural Networks for Automatic Detection of Speech Deficits in Cochlear Implant Users. - Tomás Arias-Vergara; Juan Camilo Vásquez-Correa; Sandra Gollwitzer; Juan Rafael Orozco-Arroyave; Maria Schuster; Elmar Nöth (CIARP, 2019)

Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson's Disease from Speech in Three Different Languages. - Juan Camilo Vásquez-Correa; Tomás Arias-Vergara; Cristian D. Ríos-Urrego; Maria Schuster; Jan Rusz; Juan Rafael Orozco-Arroyave; Elmar Nöth (CIARP, 2019)

Phone-Attribute Posteriors to Evaluate the Speech of Cochlear Implant Users. - Tomás Arias-Vergara; Juan Rafael Orozco-Arroyave; Milos Cernak; Sandra Gollwitzer; Maria Schuster; Elmar Nöth (INTERSPEECH, 2019)

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)

Consonant-to-Vowel/Vowel-to-Consonant Transitions to Analyze the Speech of Cochlear Implant Users. - Tomás Arias-Vergara; Juan Rafael Orozco-Arroyave; Sandra Gollwitzer; Maria Schuster; Elmar Nöth (TSD, 2019)

Multimodal Assessment of Parkinson's Disease: A Deep Learning Approach. - Juan Camilo Vásquez-Correa; Tomás Arias-Vergara; Juan Rafael Orozco-Arroyave; Björn M. Eskofier; Jochen Klucken; Elmar Nöth (IEEE J. Biomed. Health Informatics, 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 Characteristics of VOT in Plosive Consonants Produced by Parkinson's Patients. - Patricia Argüello-Vélez; Tomás Arias-Vergara; María Claudia Gonzalez-Rátiva; Juan Rafael Orozco-Arroyave; Elmar Nöth; Maria Schuster (TDS, 2020)

Automatic detection of Voice Onset Time in voiceless plosives using gated recurrent units. - Tomás Arias-Vergara; Patricia Argüello-Vélez; Juan Camilo Vásquez-Correa; Elmar Nöth; Maria Schuster; María Claudia Gonzalez-Rátiva; Juan Rafael Orozco-Arroyave (Digit. Signal Process., 2020)

Parallel Representation Learning for the Classification of Pathological Speech: Studies on Parkinson's Disease and Cleft Lip and Palate. - Juan Camilo Vásquez-Correa; Tomás Arias-Vergara; Maria Schuster; Juan Rafael Orozco-Arroyave; Elmar Nöth (Speech Commun., 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)

Robust Automatic Speech Recognition for Call Center Applications. - Luis Felipe Parra-Gallego; Tomás Arias-Vergara; Juan Rafael Orozco-Arroyave (WEA, 2021)

Multi-channel spectrograms for speech processing applications using deep learning methods. - Tomás Arias-Vergara; Philipp Klumpp; Juan Camilo Vásquez-Correa; Elmar Nöth; Juan Rafael Orozco-Arroyave; Maria Schuster (Pattern Anal. Appl., 2021)

Transfer learning helps to improve the accuracy to classify patients with different speech disorders in different languages. - Juan Camilo Vásquez-Correa; Cristian David Ríos-Urrego; Tomás Arias-Vergara; Maria Schuster; Jan Rusz; Elmar Nöth; Juan Rafael Orozco-Arroyave (Pattern Recognit. Lett., 2021)

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)

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)

Analyse pathologischer Sprachsignale. - Tomás Arias-Vergara (Ausgezeichnete Informatikdissertationen, 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)

An Automatic Multimodal Approach to Analyze Linguistic and Acoustic Cues on Parkinson's Disease Patients. - Daniel Escobar-Grisales; Tomás Arias-Vergara; Cristian David Ríos-Urrego; Elmar Nöth; Adolfo M. García; Juan Rafael Orozco-Arroyave (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)

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)

Transforming Cardiovascular Health: a Transformer-Based Approach to Continuous, Non-Invasive Blood Pressure Estimation via Radar Sensing. - Nastassia Vysotskaya; Noah Maul; Alessandra Fusco; Souvik Hazra; Jens Harnisch; Tomás Arias-Vergara; Andreas K. Maier (ICASSP, 2024)

SNOBERT: A Benchmark for Clinical Notes Entity Linking in the SNOMED CT Clinical Terminology. - Mikhail Kulyabin; Gleb Sokolov; Aleksandr Galaida; Andreas K. Maier; Tomás Arias-Vergara (ICPR (31), 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)

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)

Cross-Modality Image Quality Prediction for Time-Resolved CT from Breathing Signals. - Annette Schwarz; Jannis Dickmann; Christian Hofmann; Juliane Szkitsak; Christoph Bert; Andreas Maier 001; Tomás Arias-Vergara (LDTM/MMMI/ML4MHD/ML-CDS@MICCAI, 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)

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)

VOAT: Voice Onset Analysis Tool. - Tomás Arias-Vergara; Catherine J. Madill; Duong Nguyen; John Holik; Michael Döllinger (SoftwareX, 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)

Multimodal evaluation of customer satisfaction from voicemails using speech and language representations. - Luis Felipe Parra-Gallego; Tomás Arias-Vergara; Juan Rafael Orozco-Arroyave (Digit. Signal Process., 2025)

Machine learning based assessment of hoarseness severity: a multi-sensor approach centered on high-speed videoendoscopy. - Tobias Schraut; Anne Schützenberger; Tomás Arias-Vergara; Melda Kunduk; Matthias Echternach; Stephan Dürr; Julia Werz; Michael Döllinger (Frontiers Artif. Intell., 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)

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