TA
Tomás Arias-Vergara
cs.LGeess.AScs.CLcs.AIcs.SDcs.CVcs.CRdeep learningdysarthriaDysphonia
On Valency
published · living versionsW_eravps9a·v1 · currentpublished
Blind Video Denoising for Vocal Tract rtMRI using a Self-Supervised Ensemble
with Julian Andres Hernandez-Potes, Daiqi Liu, Andreas Maier, Paula Andrea Perez-Toro
1 version
Preprints & journals
42 papers in the corpus · 2018–2026Physics-Informed but Not Physics-Consistent: Error Geometry and Subspace Projection for Neural AC Power Flow2610.05959v1 · Changhun Kim, Timon Conrad, Redwanul Karim et al.2026 · 0 citationsarXiv
Do Speech Representations Preserve Regional Accent Across Read and Spontaneous Speech?2610.06430v1 · Paula A. Perez-Toro, Tomas Arias-Vergara, Annette Schwarz et al.2026 · 0 citationsarXiv
Neural Representations, Natural Connections: What Transfers From Human Speech Foundation Models to Animal Vocalizations?2610.07107v1 · Tom'as Arias-Vergara, Christopher Hauer, H'eloise Brotier et al.2026 · 0 citationsarXiv
Child-Adapted Structured Phonological Representations for Interpretable Speech Sound Analysis2610.00852v1 · Abner Hernandez, Tom'as Arias Vergara, Andreas Maier et al.2026 · 0 citationsarXiv
A Systematic Evaluation of Machine Learning Methods for Fault Detection and Line Identification in Electrical Power Grids2609.16744v1 · Julian Oelhaf, Georg Kordowich, Paula Andrea P'erez-Toro et al.2026 · 2 citationsICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025, pp. 1-5
Investigating Automatic Vocal Rise Time Measurement Parameters and Multi-Corpus Vowel Onset Behavior with the Voice Onset Analysis Tool (VOAT).42649839 · Stasak, Brian, Holik, John, Nguyen, Duy Duong et al.2026 · 0 citationsBioengineering (Basel, Switzerland). 2026;13(8)
Understanding Multilingual Medical ASR Adaptation Through Layer-Wise Analysis2608.18825v1 · Souranil Kahali, Rituparna Bose, Abner Hernandez et al.2026 · 0 citationsarXiv
Structured Phonological Representations for Audio-Articulatory rtMRI Speech Classification2608.09767v1 · Abner Hernandez, Tom'as Arias Vergara, Daiqi Liu et al.2026 · 0 citationsarXiv
Digital profiling of dysarthria in late- and early-onset Parkinson's disease.42455043 · Escobar-Grisales, Daniel, Rozenfeld Olchik, Maira, Arias-Vergara, Tomás et al.2026 · 0 citationsJournal of Parkinson's disease. 2026;16(6):1125-1136
Generating Alzheimer's narratives using large language models.42415081 · Perez-Toro, Paula Andrea, Almizel, Mahmoud, Nöth, Elmar et al.2026 · 1 citationBMC medical informatics and decision making. 2026;26(1)
Multilingual Phonological Feature Recognition with Self-Supervised Speech Models2605.25596v2 · Abner Hernandez, Tom'as Arias-Vergara, Daiqi Liu et al.2026 · 0 citationsarXiv
Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI2605.18466v1 · Daiqi Liu, Lukas Mulzer, Md Hasan et al.2026 · 0 citationsarXiv
A speech-to-video synthesis approach using spatio-temporal diffusion for vocal tract MRI.41921260 · Pérez-Toro, Paula Andrea, Arias-Vergara, Tomás, Xing, Fangxu et al.2026 · 0 citationsMedical image analysis. 2026;111:104053
Adapting Self-Supervised Speech Representations for Cross-lingual Dysarthria Detection in Parkinson's Disease2603.22225v3 · Abner Hernandez, Eunjung Yeo, Kwanghee Choi et al.2026 · 0 citationsarXiv
LoGSAM: Parameter-Efficient Cross-Modal Grounding for MRI Segmentation2603.17576v4 · Mohammad Robaitul Islam Bhuiyan, Sheethal Bhat, Melika Qahqaie et al.2026 · 0 citationsarXiv
Parameter-Efficient Domain Adaptation of Physics-Informed Self-Attention based GNNs for AC Power Flow Prediction2602.18227v2 · Redwanul Karim, Changhun Kim, Timon Conrad et al.2026 · 0 citationsarXiv
Synthesizing vocal tract magnetic resonance imaging sequences with phoneme-aware diffusion models.42164256 · Perez-Toro, Paula Andrea, Arias-Vergara, Tomas, Buess, Lukas et al.2026 · 0 citationsJournal of medical imaging (Bellingham, Wash.). 2026;13(Suppl 1):S11206
Exploring biases related to the use of large language models in a multilingual depression corpus.41102216 · Perez-Toro, Paula Andrea, Dineley, Judith, Iniesta, Raquel et al.2025 · 12 citationsScientific reports. 2025;15(1):36197
Confidence-Guided Error Correction for Disordered Speech Recognition2509.25048v1 · Abner Hernandez, Tom'as Arias Vergara, Andreas Maier et al.2025 · 0 citationsarXiv
Physics-informed GNN for medium-high voltage AC power flow with edge-aware attention and line search correction operator2509.22458v3 · Changhun Kim, Timon Conrad, Redwanul Karim et al.2025 · 0 citationsProc. IEEE ICASSP 2026
SpeechCT-CLIP: Distilling Text-Image Knowledge to Speech for Voice-Native Multimodal CT Analysis2510.02322v1 · Lukas Buess, Jan Geier, David Bani-Harouni et al.2025 · 1 citationarXiv
Water Demand Forecasting of District Metered Areas through Learned Consumer Representations2509.07515v1 · Adithya Ramachandran, Thorkil Flensmark B. Neergaard, Tom'as Arias-Vergara et al.2025 · 0 citationsarXiv
Audio-Vision Contrastive Learning for Phonological Class Recognition2507.17682v1 · Daiqi Liu, Tom'as Arias-Vergara, Jana Hutter et al.2025 · 2 citationsarXiv
Machine learning based assessment of hoarseness severity: a multi-sensor approach centered on high-speed videoendoscopy.40539128 · Schraut, Tobias, Schützenberger, Anne, Arias-Vergara, Tomás et al.2025 · 3 citationsFrontiers in artificial intelligence. 2025;8:1601716
Perceptual implications of automatic anonymization in pathological speech2505.00409v3 · Soroosh Tayebi Arasteh, Saba Afza, Tri-Thien Nguyen et al.2025 · 1 citationarXiv
Effects of Instructed Laryngeal Manipulation on Vocal Rise Time.39537447 · Bi, Mingxuan Sophie, Nguyen, Duy Duong, Arias-Vergara, Tomás et al.2024 · 1 citationJournal of voice : official journal of the Voice Foundation. 2024
Tagged-to-Cine MRI Sequence Synthesis via Light Spatial-Temporal Transformer.39469302 · Liu, Xiaofeng, Xing, Fangxu, Bian, Zhangxing et al.2024 · 1 citationMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2024;15007:701-711
Differential privacy enables fair and accurate AI-based analysis of speech disorders while protecting patient data2409.19078v3 · Soroosh Tayebi Arasteh, Mahshad Lotfinia, Paula Andrea Perez-Toro et al.2024 · 5 citationsnpj Artificial Intelligence 1, 37 (2025)
Addressing challenges in speaker anonymization to maintain utility while ensuring privacy of pathological speech.39322637 · Tayebi Arasteh, Soroosh, Arias-Vergara, Tomás, Pérez-Toro, Paula Andrea et al.2024 · 18 citationsCommunications medicine. 2024;4(1):182
Contrastive Learning Approach for Assessment of Phonological Precision in Patients with Tongue Cancer Using MRI Data.39726638 · Arias-Vergara, Tomás, Pérez-Toro, Paula Andrea, Liu, Xiaofeng et al.2025 · 3 citationsInterspeech. 2024;2024:927-931
SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology2405.16115v1 · Mikhail Kulyabin, Gleb Sokolov, Aleksandr Galaida et al.2024 · 7 citationsarXiv
Vowel onset measures and their reliability, sensitivity and specificity: A systematic literature review.38696537 · Chacon, Antonia Margarita, Nguyen, Duy Duong, Holik, John et al.2024 · 7 citationsPloS one. 2024;19(5):e0301786
Machine learning based estimation of hoarseness severity using sustained vowelsa).38240668 · Schraut, Tobias, Schützenberger, Anne, Arias-Vergara, Tomás et al.2024 · 6 citationsThe Journal of the Acoustical Society of America. 2024;155(1):381-395
Nyquist Plot Parametrization for Quantitative Analysis of Vibration of the Vocal Folds.36774264 · Arias-Vergara, Tomás, Döllinger, Michael, Schraut, Tobias et al.2025 · 4 citationsJournal of voice : official journal of the Voice Foundation. 2025;39(4):1003-1013
Adult Cochlear Implant Users Versus Typical Hearing Persons: An Automatic Analysis of Acoustic-Prosodic Parameters.36417788 · Arias-Vergara, Tomás, Batliner, Anton, Rader, Tobias et al.2022 · 7 citationsJournal of speech, language, and hearing research : JSLHR. 2022;65(12):4623-4636
Common Phone: A Multilingual Dataset for Robust Acoustic Modelling2201.05912v2 · Philipp Klumpp, Tom'as Arias-Vergara, Paula Andrea P'erez-Toro et al.2022 · 4 citationsarXiv
The Phonetic Footprint of Parkinson's Disease2112.11514v1 · Philipp Klumpp, Tom'as Arias-Vergara, Juan Camilo V'asquez-Correa et al.2021 · 13 citationsElsevier Computer Speech and Language, Volume 72, March 2022
Cognitive Determinants of Dysarthria in Parkinson's Disease: An Automated Machine Learning Approach.34390508 · García, Adolfo M, Arias-Vergara, Tomás, C Vasquez-Correa, Juan et al.2022 · 77 citationsMovement disorders : official journal of the Movement Disorder Society. 2021;36(12):2862-2873
[Speech quality changes due to face masks].32780377 · Schuster, Maria, Arias-Vergara, Tomás, Müller-Hörner, Rainer et al.2020 · 2 citationsMMW Fortschritte der Medizin. 2020;162(14):42-44
Apkinson: the smartphone application for telemonitoring Parkinson's patients through speech, gait and hands movement.32571150 · Orozco-Arroyave, Juan Rafael, Vásquez-Correa, Juan Camilo, Klumpp, Philipp et al.2021 · 34 citationsNeurodegenerative disease management. 2020;10(3):137-157
Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson's Disease from Speech in Three Different Languages2002.04374v1 · J. C. V'asquez-Correa, T. Arias-Vergara, C. D. Rios-Urrego et al.2020 · 39 citationsIn Iberoamerican Congress on Pattern Recognition (pp. 697-706) 2019
Multimodal Assessment of Parkinson's Disease: A Deep Learning Approach.30137018 · Vasquez-Correa, Juan Camilo, Arias-Vergara, Tomas, Orozco-Arroyave, J R et al.2020 · 262 citationsIEEE journal of biomedical and health informatics. 2019;23(4):1618-1630
Career total: 138 works. 42 are in this corpus.
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