Paula Andrea Pérez-Toro

66 papers A 16B 1Misc 5Journal 28Unranked 16

Year	Rank	Type	Title / 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`	Bias and Fairness in Self-Supervised Acoustic Representations for Cognitive Impairment Detection. CoRR Kashaf Gulzar, Korbinian Riedhammer, Elmar Nöth, Andreas K. Maier, Paula Andrea Pérez-Toro
2026	—	`conf`	Differentiable Approximate Truncation Robust CBCT Reconstruction via Known Operator Learning. Bildverarbeitung für die Medizin Chengze Ye, Linda-Sophie Schneider, Yipeng Sun, Siyuan Mei, Siming Bayer, Paula Andrea Pérez-Toro, Andreas Maier
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
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`	Benchmarking Machine Learning Models for Fault Classification and Localization in Power System Protection. CoRR Julian Oelhaf, Georg Kordowich, Changhun Kim, Paula Andrea Pérez-Toro, Christian Bergler, Andreas K. Maier, Johann Jäger, Siming Bayer
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	—	`conf`	Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection. EUSIPCO Julian Oelhaf, Georg Kordowich, Changhun Kim, Paula Andrea Pérez-Toro, Andreas K. Maier, Johann Jäger, Siming Bayer
2025	J	`jnl`	Impact of Data Sparsity on Machine Learning for Fault Detection in Power System Protection. CoRR Julian Oelhaf, Georg Kordowich, Changhun Kim, Paula Andrea Pérez-Toro, Andreas Maier, Johann Jäger, Siming Bayer
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`	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	A	`conf`	Towards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages. INTERSPEECH 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
2025	J	`jnl`	Towards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages. CoRR 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
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	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	J	`jnl`	A Survey of Music Generation in the Context of Interaction. CoRR Ismael Agchar, Ilja Baumann, Franziska Braun, Paula Andrea Pérez-Toro, Korbinian Riedhammer, Sebastian Trump, Martin Ullrich
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	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	Misc	`conf`	Longitudinal Modeling of Depression Shifts Using Speech and Language. ICASSP 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, Richard J. B. Dobson, Andreas K. Maier, Elmar Nöth, Juan Rafael Orozco-Arroyave, Vaibhav A. Narayan, Nicholas Cummins
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	A	`conf`	Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech. INTERSPEECH Tobias Weise, Philipp Klumpp, Kubilay Can Demir, Paula Andrea Pérez-Toro, Maria Schuster, Elmar Nöth, Björn Heismann, Andreas K. Maier, Seung Hee Yang
2024	J	`jnl`	Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech. CoRR Tobias Weise, Philipp Klumpp, Kubilay Can Demir, Paula Andrea Pérez-Toro, Maria Schuster, Elmar Nöth, Björn Heismann, Andreas K. Maier, Seung Hee Yang
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
2023	—	`conf`	Assessment of Handwriting in Patients With Parkinson's Disease Using Non-Intrusive Tasks. ISBI Jeferson David Gallo-Aristizábal, Daniel Escobar-Grisales, Cristian D. Ríos-Urrego, Paula Andrea Pérez-Toro, Elmar Nöth, Andreas Maier, 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`	Automatic Pronunciation Assessment of Non-native English Based on Phonological Analysis. TSD Cristian D. Ríos-Urrego, Daniel Escobar-Grisales, Santiago Andres Moreno-Acevedo, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave
2023	A	`conf`	Classifying Dementia in the Presence of Depression: A Cross-Corpus Study. INTERSPEECH Franziska Braun, Sebastian P. Bayerl, Paula Andrea Pérez-Toro, Florian Hönig, Hartmut Lehfeld, Thomas Hillemacher, Elmar Nöth, Tobias Bocklet, Korbinian Riedhammer
2023	J	`jnl`	Classifying Dementia in the Presence of Depression: A Cross-Corpus Study. CoRR Franziska Braun, Sebastian P. Bayerl, Paula Andrea Pérez-Toro, Florian Hönig, Hartmut Lehfeld, Thomas Hillemacher, Elmar Nöth, Tobias Bocklet, Korbinian Riedhammer
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	—	`conf`	Multi-modal Biomarker Extraction Framework for Therapy Monitoring of Social Anxiety and Depression Using Audio and Video. ML4MHD 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
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
2023	J	`jnl`	User State Modeling Based on the Arousal-Valence Plane: Applications in Customer Satisfaction and Health-Care. IEEE Trans. Affect. Comput. Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Tobias Bocklet, Elmar Nöth, 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	A	`conf`	Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings. INTERSPEECH 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
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	A	`conf`	Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition. INTERSPEECH Abner Hernandez, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas K. Maier, Seung Hee Yang
2022	J	`jnl`	Cross-lingual Self-Supervised Speech Representations for Improved Dysarthric Speech Recognition. CoRR Abner Hernandez, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas K. Maier, Seung Hee Yang
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`	Self-Supervised Speech Representations Preserve Speech Characteristics while Anonymizing Voices. CoRR Abner Hernandez, Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Andreas K. Maier, Seung Hee Yang
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
2022	A	`conf`	Wav2vec behind the Scenes: How end2end Models learn Phonetics. INTERSPEECH Teena tom Dieck, Paula Andrea Pérez-Toro, Tomas Arias, Elmar Nöth, Philipp Klumpp
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	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
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`	Natural Language Analysis to Detect Parkinson's Disease. TSD Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Martin Strauss, 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