Tomás Arias-Vergara

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Transfer Learning

Natural Language Processing

Speech Recognition

Convolutional Neural Networks

Top Venues

Publications

Tomás Arias-Vergara, Catherine J. Madill, Duong Nguyen, John Holik, Michael Döllinger
VOAT: Voice Onset Analysis Tool. SoftwareX 27 (2024)
Soroosh Tayebi Arasteh, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Tobias Weise, Kai Packhäuser, Maria Schuster, Elmar Nöth, Andreas Maier, Seung Hee Yang
The Impact of Speech Anonymization on Pathology and Its Limits. CoRR (2024)
Nastassia Vysotskaya, Noah Maul, Alessandra Fusco, Souvik Hazra, Jens Harnisch, Tomás Arias-Vergara, Andreas K. Maier
Transforming Cardiovascular Health: a Transformer-Based Approach to Continuous, Non-Invasive Blood Pressure Estimation via Radar Sensing. ICASSP (2024)
Mikhail Kulyabin, Gleb Sokolov, Aleksandr Galaida, Andreas K. Maier, Tomás Arias-Vergara
SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology. CoRR (2024)
Tomás Arias-Vergara, Elizabeth Londoño-Mora, Paula Andrea Pérez-Toro, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave, Andreas Maier
Measuring Phonological Precision in Children with Cleft Lip and Palate. INTERSPEECH (2023)
Daniel Escobar-Grisales, Tomás Arias-Vergara, Cristian David Ríos-Urrego, Elmar Nöth, Adolfo M. García, Juan Rafael Orozco-Arroyave
An Automatic Multimodal Approach to Analyze Linguistic and Acoustic Cues on Parkinson's Disease Patients. INTERSPEECH (2023)
Hiuching Hung, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Andreas Maier, Elmar Nöth
Speaking Clearly, Understanding Better: Predicting the L2 Narrative Comprehension of Chinese Bilingual Kindergarten Children Based on Speech Intelligibility Using a Machine Learning Approach. INTERSPEECH (2023)
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
Transferring Quantified Emotion Knowledge for the Detection of Depression in Alzheimer's Disease Using Forestnets. ICASSP (2023)
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
Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features. INTERSPEECH (2023)
Philipp Klumpp, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Juan Rafael Orozco-Arroyave, Anton Batliner, Elmar Nöth
The phonetic footprint of Parkinson's disease. Comput. Speech Lang. 72 (2022)
P. Schäfer, Paula Andrea Pérez-Toro, Philipp Klumpp, Juan Rafael Orozco-Arroyave, Elmar Nöth, Andreas K. Maier, A. Abad, Maria Schuster, Tomás Arias-Vergara
CoachLea: an Android Application to Evaluate the Speech Production and Perception of Children with Hearing Loss. INTERSPEECH (2022)
Philipp Klumpp, Tomás Arias-Vergara, Paula Andrea Pérez-Toro, Elmar Nöth, Juan Rafael Orozco-Arroyave
Common Phone: A Multilingual Dataset for Robust Acoustic Modelling. CoRR (2022)
Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Philipp Klumpp, Juan Camilo Vásquez-Correa, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave
Depression assessment in people with Parkinson's disease: The combination of acoustic features and natural language processing. Speech Commun. 145 (2022)
Paula Andrea Pérez-Toro, Philipp Klumpp, Juan Camilo Vásquez-Correa, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave, Tomás Arias-Vergara
50 Shades of Gray: Effect of the Color Scale for the Assessment of Speech Disorders. TSD (2022)
Luis Felipe Parra-Gallego, Tomás Arias-Vergara, Juan Rafael Orozco-Arroyave
Robust Automatic Speech Recognition for Call Center Applications. WEA (2021)
Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Philipp Klumpp, Maria Schuster, Elmar Nöth, Juan Rafael Orozco-Arroyave
Emotional State Modeling for the Assessment of Depression in Parkinson's Disease. TDS (2021)
Philipp Klumpp, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Juan Rafael Orozco-Arroyave, Anton Batliner, Elmar Nöth
The Phonetic Footprint of Parkinson's Disease. CoRR (2021)
Juan Camilo Vásquez-Correa, Cristian David Rios-Urrego, Tomás Arias-Vergara, Maria Schuster, Jan Rusz, Elmar Nöth, Juan Rafael Orozco-Arroyave
Transfer learning helps to improve the accuracy to classify patients with different speech disorders in different languages. Pattern Recognit. Lett. 150 (2021)
Philipp Klumpp, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Paula Andrea Pérez-Toro, Florian Hönig, Elmar Nöth, Juan Rafael Orozco-Arroyave
Surgical Mask Detection with Deep Recurrent Phonetic Models. INTERSPEECH (2020)
Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Cristian D. Rios-Urrego, Maria Schuster, Jan Rusz, Juan Rafael Orozco-Arroyave, Elmar Nöth
Convolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson's Disease from Speech in Three Different Languages. CoRR (2020)
L. Felipe Parra-Gallego, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Nicanor García-Ospina, Juan Rafael Orozco-Arroyave, Elmar Nöth
Automatic Intelligibility Assessment of Parkinson's Disease with Diadochokinetic Exercises. WEA (2) (2018)
Philipp Klumpp, Thomas Janu, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth
Apkinson - A Mobile Monitoring Solution for Parkinson's Disease. INTERSPEECH (2017)