PP
Paula Andrea Perez-Toro
eess.AScs.LGcs.CLcs.SDcs.AIcs.CVeess.SPAlzheimer Diseasecs.CRGenerative AI
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, Tomás Arias-Vergara, Daiqi Liu, Andreas Maier
1 version
Preprints & journals
48 papers in the corpus · 2020–2026Do 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
When Layer Selection Misleads Speech Depression Detection2610.06465v1 · Paula A. Perez-Toro, David Gimeno-G'omez, Daniel Ruckert 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
Beyond Decodability: Do Acoustic Factors Drive Predictions in Speech-Based Alzheimer's Assessment?2610.01846v1 · Serli Kopar, Alkis Koudounas, Roshan P. Rane et al.2026 · 0 citationsarXiv
Towards clinical adoption of voice and speech as measures of health: the need for harmonization2609.28894v1 · Nicholas Cummins, Vikram Ramanarayanan, Daniel Low 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
PANDA - Prototype-Anchored Alignment for Partially Unpaired Multimodal Learning, with Applications to Alzheimers MRI and TCGA Pathology2608.25970v1 · Sheethal Bhat, Mahfuzur Rahman Chowdhury, Paula Andrea Perez-Toro et al.2026 · 0 citationsarXiv
A Standardized Framework for Machine Learning in Power System Protection2608.20181v1 · Julian Oelhaf, Georg Kordowich, Paula Andrea P'erez-Toro et al.2026 · 0 citationsInternational Journal of Electrical Power & Energy Systems, Volume 181, 2026, 112169
Understanding Multilingual Medical ASR Adaptation Through Layer-Wise Analysis2608.18825v1 · Souranil Kahali, Rituparna Bose, Abner Hernandez et al.2026 · 0 citationsarXiv
Motor, Cognitive, or Corpus? What Survives Cross-Lingual Transfer in Speech-Based Parkinsons Disease Detection2608.13425v1 · Serli Kopar, Sam Gijsen, 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
Robustness and Stability Analysis of Differentiable Shift-Variant FBP for Cone-Beam CT under Challenging Acquisition Settings2607.09828v1 · Chengze Ye, Linda-Sophie Schneider, Yipeng Sun et al.2026 · 0 citationsMachine.Learning.for.Biomedical.Imaging. 2026 (2026)
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)
Fault Inception Detection in Real-World Disturbance Data for Power System Protection2606.23111v1 · Julian Oelhaf, Mehran Pashaei, Paula Andrea Perez-Toro et al.2026 · 0 citationsarXiv
The collection of speech data for the assessment of cognition remotely: Balancing ethical and practical challenges.42273084 · Saunders, Stina, Haider, Fasih, Lanzi, Alyssa M et al.2026 · 0 citationsAlzheimer's & dementia (Amsterdam, Netherlands). 2026;18(2):e70341
Beyond Binary: Speech Representations Across the Cognitive Score Hierarchy2605.27189v1 · Serli Kopar, Roshan Prakash Rane, Christian Mychajliw et al.2026 · 0 citationsarXiv
Multilingual Phonological Feature Recognition with Self-Supervised Speech Models2605.25596v2 · Abner Hernandez, Tom'as Arias-Vergara, Daiqi Liu et al.2026 · 0 citationsarXiv
SIREM: Speech-Informed MRI Reconstruction with Learned Sampling2605.18221v1 · Md Hasan, Nyvenn Castro, 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
Just Ask for a Table: A Thirty-Token User Prompt Defeats Sponsored Recommendations in Twelve LLMs2605.12772v1 · Andreas Maier, Jeta Sopa, Gozde Gul Sahin et al.2026 · 0 citationsarXiv
A Deep Risk Estimator for Known Operator Learning2605.08517v1 · Andreas Maier, Md Hasan, Paulina Conrad 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
Bias and Fairness in Self-Supervised Acoustic Representations for Cognitive Impairment Detection2603.02937v1 · Kashaf Gulzar, Korbinian Riedhammer, Elmar Noth 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
Automated Speech Markers of Alzheimer Dementia: Test of Cross-Linguistic Generalizability.41091545 · Pérez-Toro, Paula Andrea, J Ferrante, Franco, Pérez, Gonzalo et al.2025 · 7 citationsJournal of medical Internet research. 2025;27:e74200
Controlled Comparison of Machine Learning Models for Fault Classification and Localization in Power System Protection2510.00831v2 · Julian Oelhaf, Georg Kordowich, Changhun Kim et al.2025 · 0 citationsarXiv
Confidence-Guided Error Correction for Disordered Speech Recognition2509.25048v1 · Abner Hernandez, Tom'as Arias Vergara, Andreas Maier et al.2025 · 0 citationsarXiv
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
VocSegMRI: Multimodal Learning for Precise Vocal Tract Segmentation in Real-time MRI2509.13767v4 · Daiqi Liu, Johannes Enk, Maureen Stone 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
Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection2505.15560v1 · Julian Oelhaf, Georg Kordowich, Changhun Kim et al.2025 · 0 citationsProceedings of the 33rd European Signal Processing Conference (EUSIPCO 2025), Palermo, Italy, Sept. 2025
Towards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages2505.14874v5 · Chin-Jou Li, Eunjung Yeo, Kwanghee Choi et al.2025 · 1 citationarXiv
Perceptual implications of automatic anonymization in pathological speech2505.00409v3 · Soroosh Tayebi Arasteh, Saba Afza, Tri-Thien Nguyen et al.2025 · 1 citationarXiv
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
Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech2407.03132v1 · Tobias Weise, Philipp Klumpp, Kubilay Can Demir et al.2024 · 2 citationsarXiv
A Survey of Music Generation in the Context of Interaction2402.15294v1 · Ismael Agchar, Ilja Baumann, Franziska Braun et al.2024 · 1 citationarXiv
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study2308.08306v1 · Franziska Braun, Sebastian P. Bayerl, Paula A. P'erez-Toro et al.2023 · 10 citationsProceedings of Interspeech 2023
Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition2204.01670v1 · Abner Hernandez, Paula Andrea P'erez-Toro, Elmar Noth et al.2022 · 56 citationsarXiv
Self-Supervised Speech Representations Preserve Speech Characteristics while Anonymizing Voices2204.01677v1 · Abner Hernandez, Paula Andrea P'erez-Toro, Juan Camilo V'asquez-Correa et al.2022 · 1 citationarXiv
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
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
Career total: 103 works. 48 are in this corpus.
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