Tomás Arias-Vergara

81 papers A 16B 1C 2Misc 6Journal 33Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
A speech-to-video synthesis approach using spatio-temporal diffusion for vocal tract MRI.
Medical Image Anal.
Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Fangxu Xing, Xiaofeng Liu, Maureen Stone, Jiachen Zhuo, Juan Rafael Orozco-Arroyave, Elmar Nöth, Jana Hutter, Jerry L. Prince, Andreas K. Maier, Jonghye Woo
2026 — conf
Abstract: Audio-vision Contrastive Learning for Phonological Class Recognition.
Bildverarbeitung für die Medizin
Daiqi Liu, Tomás Arias-Vergara, Jana Hutter, Andreas Maier, Paula Andrea Pérez-Toro
2026 J jnl
Adapting Self-Supervised Speech Representations for Cross-lingual Dysarthria Detection in Parkinson's Disease.
CoRR
Abner Hernandez, Eunjung Yeo, Kwanghee Choi, Chin-Jou Li, Zhengjun Yue, Rohan Kumar Das, Jan Rusz, Mathew Magimai-Doss, Juan Rafael Orozco-Arroyave, Tomás Arias-Vergara, Andreas K. Maier, Elmar Nöth, David R. Mortensen, David Harwath, Paula Andrea Pérez-Toro
2026 J jnl
LoGSAM: Parameter-Efficient Cross-Modal Grounding for MRI Segmentation.
CoRR
Mohammad Robaitul Islam Bhuiyan, Sheethal Bhat, Melika Qahqaie, Tri-Thien Nguyen, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Andreas K. Maier
2026 J jnl
Parameter-Efficient Domain Adaptation of Physics-Informed Self-Attention based GNNs for AC Power Flow Prediction.
CoRR
Redwanul Karim, Changhun Kim, Timon Conrad, Nora Gourmelon, Julian Oelhaf, David Riebesel, Tomás Arias-Vergara, Andreas K. Maier, Johann Jäger, Siming Bayer
2025 J jnl
A Speech-to-Video Synthesis Approach Using Spatio-Temporal Diffusion for Vocal Tract MRI.
CoRR
Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Fangxu Xing, Xiaofeng Liu, Maureen Stone, Jiachen Zhuo, Juan Rafael Orozco-Arroyave, Elmar Nöth, Jana Hutter, Jerry L. Prince, Andreas K. Maier, Jonghye Woo
2025 Misc conf
A Systematic Evaluation of Machine Learning Methods for Fault Detection and Line Identification in Electrical Power Grids.
ICASSP
Julian Oelhaf, Georg Kordowich, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Andreas K. Maier, Johann Jäger, Siming Bayer
2025 — conf
Abstract: Contrastive Learning Approach for Assessment of Speech in Patients with Tongue Cancer using MRI Data.
Bildverarbeitung für die Medizin
Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Jerry L. Prince, Maria Schuster, Elmar Nöth, Jonghye Woo, Andreas K. Maier
2025 — conf
Audio-Vision Contrastive Learning for Phonological Class Recognition.
TSD (1)
Daiqi Liu, Tomás Arias-Vergara, Jana Hutter, Andreas Maier, Paula Andrea Pérez-Toro
2025 J jnl
Audio-Vision Contrastive Learning for Phonological Class Recognition.
CoRR
Daiqi Liu, Tomás Arias-Vergara, Jana Hutter, Andreas K. Maier, Paula Andrea Pérez-Toro
2025 J jnl
Confidence-Guided Error Correction for Disordered Speech Recognition.
CoRR
Abner Hernandez, Tomás Arias-Vergara, Andreas K. Maier, Paula Andrea Pérez-Toro
2025 — conf
Enhancing ASR Accuracy for Speakers with Parkinson's Disease Using Instruction-Tuned LLMs.
TSD (2)
Abner Hernandez, Tomás Arias-Vergara, Andreas K. Maier, Paula Andrea Pérez-Toro
2025 J jnl
Machine learning based assessment of hoarseness severity: a multi-sensor approach centered on high-speed videoendoscopy.
Frontiers Artif. Intell.
Tobias Schraut, Anne Schützenberger, Tomás Arias-Vergara, Melda Kunduk, Matthias Echternach, Stephan Dürr, Julia Werz, Michael Döllinger
2025 J jnl
Multimodal evaluation of customer satisfaction from voicemails using speech and language representations.
Digit. Signal Process.
Luis Felipe Parra-Gallego, Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave
2025 J jnl
Perceptual Implications of Automatic Anonymization in Pathological Speech.
CoRR
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, Seung Hee Yang, Andreas Maier
2025 J jnl
Physics-informed GNN for medium-high voltage AC power flow with edge-aware attention and line search correction operator.
CoRR
Changhun Kim, Timon Conrad, Redwanul Karim, Julian Oelhaf, David Riebesel, Tomás Arias-Vergara, Andreas K. Maier, Johann Jäger, Siming Bayer
2025 J jnl
SpeechCT-CLIP: Distilling Text-Image Knowledge to Speech for Voice-Native Multimodal CT Analysis.
CoRR
Lukas Buess, Jan Geier, David Bani-Harouni, Chantal Pellegrini, Matthias Keicher, Paula Andrea Pérez-Toro, Nassir Navab, Andreas K. Maier, Tomás Arias-Vergara
2025 J jnl
Towards End-to-End Speech Articulation and Spoken Language Analysis Using Deep Learning.
Hum. Centric Intell. Syst.
Tobias Weise, Kubilay Can Demir, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Andreas Maier, Elmar Nöth, Maria Schuster, Björn Heismann, Seung Hee Yang
2025 J jnl
VocSegMRI: Multimodal Learning for Precise Vocal Tract Segmentation in Real-time MRI.
CoRR
Daiqi Liu, Tomás Arias-Vergara, Johannes Enk, Fangxu Xing, Maureen Stone, Jerry L. Prince, Jana Hutter, Andreas K. Maier, Jonghye Woo, Paula Andrea Pérez-Toro
2025 — conf
Water Demand Forecasting of District Metered Areas Through Learned Consumer Representations.
EUSIPCO
Adithya Ramachandran, Thorkil Flensmark, B. Neergaard, Tomás Arias-Vergara, Andreas K. Maier, Siming Bayer
2025 J jnl
Water Demand Forecasting of District Metered Areas through Learned Consumer Representations.
CoRR
Adithya Ramachandran, Thorkil Flensmark, B. Neergaard, Tomás Arias-Vergara, Andreas K. Maier, Siming Bayer
2025 J jnl
kidsNARRATE: a versatile corpus for studying Chinese-english bilingual L2 narrative skills in preschoolers.
Lang. Resour. Evaluation
Hiuching Hung, Thorsten Piske, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Andreas Maier
2024 — conf
Anonymizing Dysarthric Speech: Investigating the Effects of Voice Conversion on Pathological Information Preservation.
TSD (2)
Abner Hernandez, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Seung Hee Yang, Juan Rafael Orozco-Arroyave, Andreas K. Maier
2024 A conf
Contrastive Learning Approach for Assessment of Phonological Precision in Patients with Tongue Cancer Using MRI Data.
INTERSPEECH
Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Jerry L. Prince, Maria Schuster, Elmar Nöth, Jonghye Woo, Andreas K. Maier
2024 — conf
Cross-Modality Image Quality Prediction for Time-Resolved CT from Breathing Signals.
LDTM/MMMI/ML4MHD/ML-CDS@MICCAI
Annette Schwarz, Jannis Dickmann, Christian Hofmann, Juliane Szkitsak, Christoph Bert, Andreas Maier, Tomás Arias-Vergara
2024 J jnl
Differential privacy for protecting patient data in speech disorder detection using deep learning.
CoRR
Soroosh Tayebi Arasteh, Mahshad Lotfinia, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave, Maria Schuster, Andreas K. Maier, Seung Hee Yang
2024 J jnl
Empathetic Deep Learning: Transferring Adult Speech Emotion Models to Children With Gender-Specific Adaptations Using Neural Embeddings.
Hum. Centric Intell. Syst.
Elina Lesyk, Tomás Arias-Vergara, Elmar Nöth, Andreas Maier, Juan Rafael Orozco-Arroyave, Paula Andrea Pérez-Toro
2024 A conf
Multilingual Speech and Language Analysis for the Assessment of Mild Cognitive Impairment: Outcomes from the Taukadial Challenge.
INTERSPEECH
Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Philipp Klumpp, Tobias Weise, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas K. Maier
2024 — conf
SNOBERT: A Benchmark for Clinical Notes Entity Linking in the SNOMED CT Clinical Terminology.
ICPR (31)
Mikhail Kulyabin, Gleb Sokolov, Aleksandr Galaida, Andreas K. Maier, Tomás Arias-Vergara
2024 J jnl
SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology.
CoRR
Mikhail Kulyabin, Gleb Sokolov, Aleksandr Galaida, Andreas K. Maier, Tomás Arias-Vergara
2024 — conf
Tagged-to-Cine MRI Sequence Synthesis via Light Spatial-Temporal Transformer.
MICCAI (7)
Xiaofeng Liu, Fangxu Xing, Zhangxing Bian, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Andreas K. Maier, Maureen Stone, Jiachen Zhuo, Jerry L. Prince, Jonghye Woo
2024 J jnl
The Impact of Speech Anonymization on Pathology and Its Limits.
CoRR
Soroosh Tayebi Arasteh, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Tobias Weise, Kai Packhäuser, Maria Schuster, Elmar Nöth, Andreas Maier, Seung Hee Yang
2024 Misc conf
Transforming Cardiovascular Health: a Transformer-Based Approach to Continuous, Non-Invasive Blood Pressure Estimation via Radar Sensing.
ICASSP
Nastassia Vysotskaya, Noah Maul, Alessandra Fusco, Souvik Hazra, Jens Harnisch, Tomás Arias-Vergara, Andreas K. Maier
2024 J jnl
VOAT: Voice Onset Analysis Tool.
SoftwareX
Tomás Arias-Vergara, Catherine J. Madill, Duong Nguyen, John Holik, Michael Döllinger
2023 A conf
An Automatic Multimodal Approach to Analyze Linguistic and Acoustic Cues on Parkinson's Disease Patients.
INTERSPEECH
Daniel Escobar-Grisales, Tomás Arias-Vergara, Cristian David Ríos-Urrego, Elmar Nöth, Adolfo M. García, Juan Rafael Orozco-Arroyave
2023 A conf
Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features.
INTERSPEECH
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, Elmar Nöth, Juan Rafael Orozco-Arroyave
2023 — conf
Impact of Including Pathological Speech in Pre-training on Pathology Detection.
TSD
Tobias Weise, Andreas K. Maier, Kubilay Can Demir, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Björn Heismann, Elmar Nöth, Maria Schuster, Seung Hee Yang
2023 A conf
Measuring Phonological Precision in Children with Cleft Lip and Palate.
INTERSPEECH
Tomás Arias-Vergara, Elizabeth Londoño-Mora, Paula Andrea Pérez-Toro, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas Maier
2023 A conf
Speaking Clearly, Understanding Better: Predicting the L2 Narrative Comprehension of Chinese Bilingual Kindergarten Children Based on Speech Intelligibility Using a Machine Learning Approach.
INTERSPEECH
Hiuching Hung, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Andreas Maier, Elmar Nöth
2023 Misc conf
Transferring Quantified Emotion Knowledge for the Detection of Depression in Alzheimer's Disease Using Forestnets.
ICASSP
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
2022 — conf
50 Shades of Gray: Effect of the Color Scale for the Assessment of Speech Disorders.
TSD
Paula Andrea Pérez-Toro, Philipp Klumpp, Juan Camilo Vásquez-Correa, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave, Tomás Arias-Vergara
2022 — ch.
Analyse pathologischer Sprachsignale.
Ausgezeichnete Informatikdissertationen
Tomás Arias-Vergara
2022 A conf
CoachLea: an Android Application to Evaluate the Speech Production and Perception of Children with Hearing Loss.
INTERSPEECH
P. Schäfer, Paula Andrea Pérez-Toro, Philipp Klumpp, Juan Rafael Orozco-Arroyave, Elmar Nöth, Andreas K. Maier, A. Abad, Maria Schuster, Tomás Arias-Vergara
2022 B conf
Common Phone: A Multilingual Dataset for Robust Acoustic Modelling.
LREC
Philipp Klumpp, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave
2022 J jnl
Common Phone: A Multilingual Dataset for Robust Acoustic Modelling.
CoRR
Philipp Klumpp, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave
2022 J jnl
Depression assessment in people with Parkinson's disease: The combination of acoustic features and natural language processing.
Speech Commun.
Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Philipp Klumpp, Juan Camilo Vásquez-Correa, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave
2022 J jnl
The phonetic footprint of Parkinson's disease.
Comput. Speech Lang.
Philipp Klumpp, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Juan Rafael Orozco-Arroyave, Anton Batliner, Elmar Nöth
2021 Misc conf
Acoustic and Linguistic Analyses to Assess Early-Onset and Genetic Alzheimer's Disease.
ICASSP
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, Elmar Nöth
2021 — conf
Emotional State Modeling for the Assessment of Depression in Parkinson's Disease.
TDS
Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Philipp Klumpp, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave
2021 Misc conf
End-2-End Modeling of Speech and Gait from Patients with Parkinson's Disease: Comparison Between High Quality Vs. Smartphone Data.
ICASSP
Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Philipp Klumpp, Paula Andrea Pérez-Toro, Juan Rafael Orozco-Arroyave, Elmar Nöth
2021 A conf
Influence of the Interviewer on the Automatic Assessment of Alzheimer's Disease in the Context of the ADReSSo Challenge.
Interspeech
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
2021 J jnl
Multi-channel spectrograms for speech processing applications using deep learning methods.
Pattern Anal. Appl.
Tomás Arias-Vergara, Philipp Klumpp, Juan Camilo Vásquez-Correa, Elmar Nöth, Juan Rafael Orozco-Arroyave, Maria Schuster
2021 — conf
Robust Automatic Speech Recognition for Call Center Applications.
WEA
Luis Felipe Parra-Gallego, Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave
2021 A conf
The Phonetic Footprint of Covid-19?
Interspeech
Philipp Klumpp, Tobias Bocklet, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Sebastian P. Bayerl, Juan Rafael Orozco-Arroyave, Elmar Nöth
2021 J jnl
The Phonetic Footprint of Parkinson's Disease.
CoRR
Philipp Klumpp, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Juan Rafael Orozco-Arroyave, Anton Batliner, Elmar Nöth
2021 J jnl
Transfer learning helps to improve the accuracy to classify patients with different speech disorders in different languages.
Pattern Recognit. Lett.
Juan Camilo Vásquez-Correa, Cristian David Ríos-Urrego, Tomás Arias-Vergara, Maria Schuster, Jan Rusz, Elmar Nöth, Juan Rafael Orozco-Arroyave
2020 — conf
Acoustic Characteristics of VOT in Plosive Consonants Produced by Parkinson's Patients.
TDS
Patricia Argüello-Vélez, Tomás Arias-Vergara, María Claudia Gonzalez-Rátiva, Juan Rafael Orozco-Arroyave, Elmar Nöth, Maria Schuster
2020 J jnl
Automatic detection of Voice Onset Time in voiceless plosives using gated recurrent units.
Digit. Signal Process.
Tomás Arias-Vergara, Patricia Argüello-Vélez, Juan Camilo Vásquez-Correa, Elmar Nöth, Maria Schuster, María Claudia Gonzalez-Rátiva, Juan Rafael Orozco-Arroyave
2020 J jnl
Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson's Disease from Speech in Three Different Languages.
CoRR
Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Cristian D. Ríos-Urrego, Maria Schuster, Jan Rusz, Juan Rafael Orozco-Arroyave, Elmar Nöth
2020 J jnl
Parallel Representation Learning for the Classification of Pathological Speech: Studies on Parkinson's Disease and Cleft Lip and Palate.
Speech Commun.
Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Maria Schuster, Juan Rafael Orozco-Arroyave, Elmar Nöth
2020 A conf
Surgical Mask Detection with Deep Recurrent Phonetic Models.
INTERSPEECH
Philipp Klumpp, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Florian Hönig, Elmar Nöth, Juan Rafael Orozco-Arroyave
2019 A conf
Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease.
INTERSPEECH
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, Juan Rafael Orozco-Arroyave, Björn M. Eskofier, Elmar Nöth
2019 — conf
Consonant-to-Vowel/Vowel-to-Consonant Transitions to Analyze the Speech of Cochlear Implant Users.
TSD
Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave, Sandra Gollwitzer, Maria Schuster, Elmar Nöth
2019 C conf
Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson's Disease from Speech in Three Different Languages.
CIARP
Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Cristian D. Ríos-Urrego, Maria Schuster, Jan Rusz, Juan Rafael Orozco-Arroyave, Elmar Nöth
2019 C conf
Multi-channel Convolutional Neural Networks for Automatic Detection of Speech Deficits in Cochlear Implant Users.
CIARP
Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Sandra Gollwitzer, Juan Rafael Orozco-Arroyave, Maria Schuster, Elmar Nöth
2019 J jnl
Multimodal Assessment of Parkinson's Disease: A Deep Learning Approach.
IEEE J. Biomed. Health Informatics
Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave, Björn M. Eskofier, Jochen Klucken, Elmar Nöth
2019 A conf
Phone-Attribute Posteriors to Evaluate the Speech of Cochlear Implant Users.
INTERSPEECH
Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave, Milos Cernak, Sandra Gollwitzer, Maria Schuster, Elmar Nöth
2018 A conf
A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with Parkinson's Disease.
INTERSPEECH
Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave, Elmar Nöth
2018 — conf
A Non-linear Dynamics Approach to Classify Gait Signals of Patients with Parkinson's Disease.
WEA (2)
Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Nicanor García-Ospina, Juan Rafael Orozco-Arroyave, Elmar Nöth
2018 — conf
Automatic Intelligibility Assessment of Parkinson's Disease with Diadochokinetic Exercises.
WEA (2)
L. Felipe Parra-Gallego, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Nicanor García-Ospina, Juan Rafael Orozco-Arroyave, Elmar Nöth
2018 — conf
Phonological i-Vectors to Detect Parkinson's Disease.
TSD
Nicanor García-Ospina, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Milos Cernak, Elmar Nöth
2018 J jnl
Speaker models for monitoring Parkinson's disease progression considering different communication channels and acoustic conditions.
Speech Commun.
Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth
2018 Misc conf
Unobtrusive Monitoring of Speech Impairments of Parkinson'S Disease Patients Through Mobile Devices.
ICASSP
Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Philipp Klumpp, Elmar Nöth
2017 A conf
Apkinson - A Mobile Monitoring Solution for Parkinson's Disease.
INTERSPEECH
Philipp Klumpp, Thomas Janu, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth
2017 — conf
Parkinson's Disease Progression Assessment from Speech Using a Mobile Device-Based Application.
TSD
Tomás Arias-Vergara, Philipp Klumpp, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth
2017 J jnl
Parkinson's Disease and Aging: Analysis of Their Effect in Phonation and Articulation of Speech.
Cogn. Comput.
Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave
2017 — conf
Speaker Model to Monitor the Neurological State and the Dysarthria Level of Patients with Parkinson's Disease.
TSD
Juan Camilo Vásquez-Correa, Reynel Castrillón, Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave, Elmar Nöth
2016 — conf
Gender-dependent GMM-UBM for tracking Parkinson's disease progression from speech.
ITG Symposium on Speech Communication
Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Tino Haderlein, Elmar Nöth
2016 A conf
Parkinson's Disease Progression Assessment from Speech Using GMM-UBM.
INTERSPEECH
Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Elmar Nöth
2016 — conf
Wavelet-Based Time-Frequency Representations for Automatic Recognition of Emotions from Speech.
ITG Symposium on Speech Communication
Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Elmar Nöth
2015 A conf
Automatic detection of parkinson's disease from continuous speech recorded in non-controlled noise conditions.
INTERSPEECH
Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Julián D. Arias-Londoño, Elmar Nöth