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Tomas Arias-Vergara
ORCID
Publication Activity (10 Years)
Years Active: 2015-2023
Publications (10 Years): 27
Top Topics
Disease Progression
Deep Learning
Convolutional Neural Networks
Experimentally Validated
Top Venues
INTERSPEECH
TSD
ICASSP
CIARP
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Publications
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Tobias Weise
,
Andreas K. Maier
,
Kubilay Can Demir
,
Paula Andrea Pérez-Toro
,
Tomas Arias-Vergara
,
Björn Heismann
,
Elmar Nöth
,
Maria Schuster
,
Seung Hee Yang
Impact of Including Pathological Speech in Pre-training on Pathology Detection.
TSD
(2023)
Philipp Klumpp
,
Tomas Arias-Vergara
,
Paula Andrea Pérez-Toro
,
Elmar Nöth
,
Juan Rafael Orozco-Arroyave
Common Phone: A Multilingual Dataset for Robust Acoustic Modelling.
LREC
(2022)
Tomas Arias-Vergara
,
Philipp Klumpp
,
Juan Camilo Vásquez-Correa
,
Elmar Nöth
,
Juan Rafael Orozco-Arroyave
,
Maria Schuster
Multi-channel spectrograms for speech processing applications using deep learning methods.
Pattern Anal. Appl.
24 (2) (2021)
Juan Camilo Vásquez-Correa
,
Tomas Arias-Vergara
,
Philipp Klumpp
,
Paula Andrea Pérez-Toro
,
Juan Rafael Orozco-Arroyave
,
Elmar Nöth
End-2-End Modeling of Speech and Gait from Patients with Parkinson's Disease: Comparison Between High Quality Vs. Smartphone Data.
ICASSP
(2021)
Philipp Klumpp
,
Tobias Bocklet
,
Tomas Arias-Vergara
,
Juan Camilo Vásquez-Correa
,
Paula Andrea Pérez-Toro
,
Sebastian P. Bayerl
,
Juan Rafael Orozco-Arroyave
,
Elmar Nöth
The Phonetic Footprint of Covid-19?
Interspeech
(2021)
Paula Andrea Pérez-Toro
,
Juan Camilo Vásquez-Correa
,
Tomas Arias-Vergara
,
Philipp Klumpp
,
M. Sierra-Castrillón
,
M. E. Roldán-López
,
D. Aguillón
,
L. Hincapié-Henao
,
Carlos Andrés Tóbon-Quintero
,
Tobias Bocklet
,
Maria Schuster
,
Juan Rafael Orozco-Arroyave
,
Elmar Nöth
Acoustic and Linguistic Analyses to Assess Early-Onset and Genetic Alzheimer's Disease.
ICASSP
(2021)
Paula Andrea Pérez-Toro
,
Sebastian P. Bayerl
,
Tomas Arias-Vergara
,
Juan Camilo Vásquez-Correa
,
Philipp Klumpp
,
Maria Schuster
,
Elmar Nöth
,
Juan Rafael Orozco-Arroyave
,
Korbinian Riedhammer
Influence of the Interviewer on the Automatic Assessment of Alzheimer's Disease in the Context of the ADReSSo Challenge.
Interspeech
(2021)
Juan Camilo Vásquez-Correa
,
Tomas Arias-Vergara
,
Maria Schuster
,
Juan Rafael Orozco-Arroyave
,
Elmar Nöth
Parallel Representation Learning for the Classification of Pathological Speech: Studies on Parkinson's Disease and Cleft Lip and Palate.
Speech Commun.
122 (2020)
Patricia Argüello-Vélez
,
Tomas Arias-Vergara
,
María Claudia Gonzalez-Rátiva
,
Juan Rafael Orozco-Arroyave
,
Elmar Nöth
,
Maria Schuster
Acoustic Characteristics of VOT in Plosive Consonants Produced by Parkinson's Patients.
TDS
(2020)
Tomas Arias-Vergara
,
Patricia Argüello-Vélez
,
Juan Camilo Vásquez-Correa
,
Elmar Nöth
,
Maria Schuster
,
María Claudia Gonzalez-Rátiva
,
Juan Rafael Orozco-Arroyave
Automatic detection of Voice Onset Time in voiceless plosives using gated recurrent units.
Digit. Signal Process.
104 (2020)
Tomas Arias-Vergara
,
Juan Rafael Orozco-Arroyave
,
Sandra Gollwitzer
,
Maria Schuster
,
Elmar Nöth
Consonant-to-Vowel/Vowel-to-Consonant Transitions to Analyze the Speech of Cochlear Implant Users.
TSD
(2019)
Juan Camilo Vásquez-Correa
,
Tomas Arias-Vergara
,
Philipp Klumpp
,
M. Strauss
,
Arne Küderle
,
Nils Roth
,
S. Bayerl
,
Nicanor García-Ospina
,
Paula Andrea Pérez-Toro
,
L. Felipe Parra-Gallego
,
Cristian David Rios-Urrego
,
Daniel Escobar-Grisales
,
Juan Rafael Orozco-Arroyave
,
Björn M. Eskofier
,
Elmar Nöth
Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease.
INTERSPEECH
(2019)
Tomas Arias-Vergara
,
Juan Rafael Orozco-Arroyave
,
Milos Cernak
,
Sandra Gollwitzer
,
Maria Schuster
,
Elmar Nöth
Phone-Attribute Posteriors to Evaluate the Speech of Cochlear Implant Users.
INTERSPEECH
(2019)
Juan Camilo Vásquez-Correa
,
Tomas Arias-Vergara
,
Juan Rafael Orozco-Arroyave
,
Björn M. Eskofier
,
Jochen Klucken
,
Elmar Nöth
Multimodal Assessment of Parkinson's Disease: A Deep Learning Approach.
IEEE J. Biomed. Health Informatics
23 (4) (2019)
Tomas Arias-Vergara
,
Juan Camilo Vásquez-Correa
,
Sandra Gollwitzer
,
Juan Rafael Orozco-Arroyave
,
Maria Schuster
,
Elmar Nöth
Multi-channel Convolutional Neural Networks for Automatic Detection of Speech Deficits in Cochlear Implant Users.
CIARP
(2019)
Juan Camilo Vásquez-Correa
,
Tomas 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.
CIARP
(2019)
Tomas Arias-Vergara
,
Juan Camilo Vásquez-Correa
,
Juan Rafael Orozco-Arroyave
,
Elmar Nöth
Speaker models for monitoring Parkinson's disease progression considering different communication channels and acoustic conditions.
Speech Commun.
101 (2018)
Juan Camilo Vásquez-Correa
,
Tomas Arias-Vergara
,
Juan Rafael Orozco-Arroyave
,
Elmar Nöth
A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with Parkinson's Disease.
INTERSPEECH
(2018)
Tomas Arias-Vergara
,
Juan Camilo Vásquez-Correa
,
Juan Rafael Orozco-Arroyave
,
Philipp Klumpp
,
Elmar Nöth
Unobtrusive Monitoring of Speech Impairments of Parkinson'S Disease Patients Through Mobile Devices.
ICASSP
(2018)
Nicanor García-Ospina
,
Tomas Arias-Vergara
,
Juan Camilo Vásquez-Correa
,
Juan Rafael Orozco-Arroyave
,
Milos Cernak
,
Elmar Nöth
Phonological i-Vectors to Detect Parkinson's Disease.
TSD
(2018)
Paula Andrea Pérez-Toro
,
Juan Camilo Vásquez-Correa
,
Tomas Arias-Vergara
,
Nicanor García-Ospina
,
Juan Rafael Orozco-Arroyave
,
Elmar Nöth
A Non-linear Dynamics Approach to Classify Gait Signals of Patients with Parkinson's Disease.
WEA (2)
(2018)
Tomas Arias-Vergara
,
Philipp Klumpp
,
Juan Camilo Vásquez-Correa
,
Juan Rafael Orozco-Arroyave
,
Elmar Nöth
Parkinson's Disease Progression Assessment from Speech Using a Mobile Device-Based Application.
TSD
(2017)
Juan Camilo Vásquez-Correa
,
Reynel Castrillón
,
Tomas Arias-Vergara
,
Juan Rafael Orozco-Arroyave
,
Elmar Nöth
Speaker Model to Monitor the Neurological State and the Dysarthria Level of Patients with Parkinson's Disease.
TSD
(2017)
Tomas Arias-Vergara
,
Juan Camilo Vásquez-Correa
,
Juan Rafael Orozco-Arroyave
Parkinson's Disease and Aging: Analysis of Their Effect in Phonation and Articulation of Speech.
Cogn. Comput.
9 (6) (2017)
Tomas Arias-Vergara
,
Juan Camilo Vásquez-Correa
,
Juan Rafael Orozco-Arroyave
,
Jesús Francisco Vargas-Bonilla
,
Tino Haderlein
,
Elmar Nöth
Gender-dependent GMM-UBM for tracking Parkinson's disease progression from speech.
ITG Symposium on Speech Communication
(2016)
Juan Camilo Vásquez-Correa
,
Tomas Arias-Vergara
,
Juan Rafael Orozco-Arroyave
,
Jesús Francisco Vargas-Bonilla
,
Elmar Nöth
Wavelet-Based Time-Frequency Representations for Automatic Recognition of Emotions from Speech.
ITG Symposium on Speech Communication
(2016)
Tomas Arias-Vergara
,
Juan Camilo Vásquez-Correa
,
Juan Rafael Orozco-Arroyave
,
Jesús Francisco Vargas-Bonilla
,
Elmar Nöth
Parkinson's Disease Progression Assessment from Speech Using GMM-UBM.
INTERSPEECH
(2016)
Juan Camilo Vásquez-Correa
,
Tomas Arias-Vergara
,
Juan Rafael Orozco-Arroyave
,
Jesús Francisco Vargas-Bonilla
,
Julián D. Arias-Londoño
,
Elmar Nöth
Automatic detection of parkinson's disease from continuous speech recorded in non-controlled noise conditions.
INTERSPEECH
(2015)