Juan Camilo Vásquez-Correa

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 76

Top Topics

Realistic Scenarios

Automatic Detection

Speech Recognition

Top Venues

Publications

Daniel Escobar-Grisales, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave
Evaluation of effectiveness in conversations between humans and chatbots using parallel convolutional neural networks with multiple temporal resolutions. Multim. Tools Appl. 83 (2) (2024)
Gabriel Figueiredo Miller, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth
Representation learning strategies to model pathological speech: Effect of multiple spectral resolutions. Comput. Speech Lang. 85 (2024)
Athanasios Psaltis, Kassiani Zafeirouli, Peter Leskovský, Stavroula Bourou, Juan Camilo Vásquez-Correa, Aitor García-Pablos, Santiago Cerezo Sánchez, Anastasios Dimou, Charalampos Z. Patrikakis, Petros Daras
Fostering Trustworthiness of Federated Learning Ecosystem through Realistic Scenarios. Inf. 14 (6) (2023)
Santiago Andres Moreno-Acevedo, Cristian D. Rios-Urrego, Juan Camilo Vásquez-Correa, Jan Rusz, Elmar Nöth, Juan Rafael Orozco-Arroyave
Language Generalization Using Active Learning in the Context of Parkinson's Disease Classification. TSD (2023)
Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Tobias Bocklet, Elmar Nöth, Juan Rafael Orozco-Arroyave
User State Modeling Based on the Arousal-Valence Plane: Applications in Customer Satisfaction and Health-Care. IEEE Trans. Affect. Comput. 14 (2) (2023)
Juan Camilo Vásquez-Correa, Haritz Arzelus, Juan M. Martín-Doñas, Joaquín Arellano, Ander González-Docasal, Aitor Álvarez
When Whisper Meets TTS: Domain Adaptation Using only Synthetic Speech Data. TSD (2023)
Juan Camilo Vásquez-Correa, Aitor Álvarez Muniain
Novel Speech Recognition Systems Applied to Forensics within Child Exploitation: Wav2vec2.0 vs. Whisper. Sensors 23 (4) (2023)
Abner Hernandez, Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Andreas K. Maier, Seung Hee Yang
Self-Supervised Speech Representations Preserve Speech Characteristics while Anonymizing Voices. CoRR (2022)
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)
Santiago Andres Moreno-Acevedo, Daniel Escobar-Grisales, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave
Comparison of Named Entity Recognition Methods on Real-World and Highly Imbalanced Business Document Datasets. WEA (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)
Gabriel Figueiredo Miller, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth
Representation Learning Strategies to Model Pathological Speech: Effect of Multiple Spectral Resolutions. CoRR (2022)
Alice Rueda, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth, Sridhar Krishnan
Empirical Mode Decomposition articulation feature extraction on Parkinson's Diadochokinesia. Comput. Speech Lang. 72 (2022)
Juan Camilo Vásquez-Correa, Juan Carlos Guerrero-Sierra, Jose Luis Pemberty-Tamayo, Juan Esteban Jaramillo, Andres Felipe Tejada-Castro
One System to Rule them All: a Universal Intent Recognition System for Customer Service Chatbots. CoRR (2021)
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)
Cristian D. Rios-Urrego, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth
Is There Any Additional Information in a Neural Network Trained for Pathological Speech Classification? TDS (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, 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)
Juan Camilo Vásquez-Correa, Julian Fritsch, Juan Rafael Orozco-Arroyave, Elmar Nöth, Mathew Magimai-Doss
On Modeling Glottal Source Information for Phonation Assessment in Parkinson's Disease. Interspeech (2021)
Daniel Escobar-Grisales, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave
Gender Recognition in Informal and Formal Language Scenarios via Transfer Learning. WEA (2021)
Daniel Escobar-Grisales, Cristian D. Rios-Urrego, D. A. López-Santander, J. D. Gallo-Aristizabal, Juan Camilo Vásquez-Correa, Elmar Nöth, Juan Rafael Orozco-Arroyave
Colombian Dialect Recognition Based on Information Extracted from Speech and Text Signals. ASRU (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)
Daniel Escobar-Grisales, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave
Gender Recognition in Informal and Formal Language Scenarios via Transfer Learning. 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)
Cristian David Rios-Urrego, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth
Transfer Learning to Detect Parkinson's Disease from Speech In Different Languages Using Convolutional Neural Networks with Layer Freezing. TDS (2020)
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, Tobias Bocklet, Juan Rafael Orozco-Arroyave, Elmar Nöth
Comparison of User Models Based on GMM-UBM and I-Vectors for Speech, Handwriting, and Gait Assessment of Parkinson's Disease Patients. ICASSP (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)
Juan Camilo Vásquez-Correa, Tobias Bocklet, Juan Rafael Orozco-Arroyave, Elmar Nöth
Comparison of user models based on GMM-UBM and i-vectors for speech, handwriting, and gait assessment of Parkinson's disease patients. CoRR (2020)
Cristian D. Rios-Urrego, Juan Camilo Vásquez-Correa, Jesús Francisco Vargas-Bonilla, Elmar Nöth, Francisco Lopera, Juan Rafael Orozco-Arroyave
Analysis and Evaluation of Handwriting in Patients with Parkinson's Disease Using kinematic, Geometrical, and Non-linear Features. CoRR (2020)
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)
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)
Gabriel F. Miller, Juan Camilo Vásquez-Correa, Elmar Nöth
Assessing the Dysarthria Level of Parkinson's Disease Patients with GMM-UBM Supervectors Using Phonological Posteriors and Diadochokinetic Exercises. TDS (2020)
Juan Camilo Vásquez-Correa, Philipp Klumpp, Juan Rafael Orozco-Arroyave, Elmar Nöth
Phonet: A Tool Based on Gated Recurrent Neural Networks to Extract Phonological Posteriors from Speech. INTERSPEECH (2019)
Juan Camilo Vásquez-Correa, Cristian D. Rios-Urrego, Alice Rueda, Juan Rafael Orozco-Arroyave, Sri Krishnan, Elmar Nöth
Articulation and Empirical Mode Decomposition Features in Diadochokinetic Exercises for the Speech Assessment of Parkinson's Disease Patients. CIARP (2019)
Nina Hosseini-Kivanani, Juan Camilo Vásquez-Correa, Manfred Stede, Elmar Nöth
Automated Cross-language Intelligibility Analysis of Parkinson's Disease Patients Using Speech Recognition Technologies. ACL (2) (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)
Cristian D. Rios-Urrego, Juan Camilo Vásquez-Correa, Jesús Francisco Vargas-Bonilla, Elmar Nöth, Francisco Lopera, Juan Rafael Orozco-Arroyave
Analysis and evaluation of handwriting in patients with Parkinson's disease using kinematic, geometrical, and non-linear features. Comput. Methods Programs Biomed. 173 (2019)
Philipp Klumpp, Juan Camilo Vásquez-Correa, Tino Haderlein, Elmar Nöth
Feature Space Visualization with Spatial Similarity Maps for Pathological Speech Data. 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)
Alice Rueda, Juan Camilo Vásquez-Correa, Cristian David Rios-Urrego, Juan Rafael Orozco-Arroyave, Sridhar Krishnan, Elmar Nöth
Feature Representation of Pathophysiology of Parkinsonian Dysarthria. INTERSPEECH (2019)
Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, M. Strauss, Juan Rafael Orozco-Arroyave, Elmar Nöth
Natural Language Analysis to Detect Parkinson's Disease. TSD (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)
Juan Rafael Orozco-Arroyave, Juan Camilo Vásquez-Correa, Jesús Francisco Vargas-Bonilla, Raman Arora, Najim Dehak, Phani S. Nidadavolu, Heidi Christensen, Frank Rudzicz, Maria Yancheva, Hamid R. Chinaei, Alyssa Vann, Nikolai Vogler, Tobias Bocklet, Milos Cernak, Julius Hannink, Elmar Nöth
NeuroSpeech: An open-source software for Parkinson's speech analysis. Digit. Signal Process. 77 (2018)
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, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth
Multimodal I-vectors to Detect and Evaluate Parkinson's Disease. INTERSPEECH (2018)
Juan Camilo Vásquez-Correa, Nicanor García-Ospina, Juan Rafael Orozco-Arroyave, Milos Cernak, Elmar Nöth
Phonological Posteriors and GRU Recurrent Units to Assess Speech Impairments of Patients with Parkinson's Disease. TSD (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)
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)
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)
Juan Rafael Orozco-Arroyave, Juan Camilo Vásquez-Correa, Jesús Francisco Vargas-Bonilla, Raman Arora, Najim Dehak, Phani S. Nidadavolu, Heidi Christensen, Frank Rudzicz, Maria Yancheva, Hamid R. Chinaei, Alyssa Vann, Nikolai Vogler, Tobias Bocklet, Milos Cernak, Julius Hannink, Elmar Nöth
NeuroSpeech. SoftwareX 8 (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)
Nicanor García, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Najim Dehak, Elmar Nöth
Language Independent Assessment of Motor Impairments of Patients with Parkinson's Disease Using i-Vectors. TSD (2017)
Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth
Convolutional Neural Network to Model Articulation Impairments in Patients with Parkinson's Disease. INTERSPEECH (2017)
J. C. Jiménez-Monsalve, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Pedro Gómez Vilda
Phonation and Articulation Analyses in Laryngeal Pathologies, Cleft Lip and Palate, and Parkinson's Disease. IWINAC (2) (2017)
Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Raman Arora, Elmar Nöth, Najim Dehak, Heidi Christensen, Frank Rudzicz, Tobias Bocklet, Milos Cernak, Hamid R. Chinaei, Julius Hannink, Phani Sankar Nidadavolu, Maria Yancheva, Alyssa Vann, Nikolai Vogler
Multi-view representation learning via gcca for multimodal analysis of Parkinson's disease. ICASSP (2017)
Milos Cernak, Juan Rafael Orozco-Arroyave, Frank Rudzicz, Heidi Christensen, Juan Camilo Vásquez-Correa, Elmar Nöth
Characterisation of voice quality of Parkinson's disease using differential phonological posterior features. Comput. Speech Lang. 46 (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)
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)
Juan Camilo Vásquez-Correa, J. Serra, Juan Rafael Orozco-Arroyave, Jesús Francisco Vargas-Bonilla, Elmar Nöth
Effect of acoustic conditions on algorithms to detect Parkinson's disease from speech. ICASSP (2017)
Milos Cernak, Elmar Nöth, Frank Rudzicz, Heidi Christensen, Juan Rafael Orozco-Arroyave, Raman Arora, Tobias Bocklet, Hamidreza Chinaei, Julius Hannink, Phani Sankar Nidadavolu, Juan Camilo Vásquez-Correa, Maria Yancheva, Alyssa Vann, Nikolai Vogler
On the impact of non-modal phonation on phonological features. ICASSP (2017)
Juan Rafael Orozco-Arroyave, Juan Camilo Vásquez-Correa, Florian Hönig, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Sabine Skodda, Jan Rusz, Elmar Nöth
Towards an automatic monitoring of the neurological state of Parkinson's patients from speech. ICASSP (2016)
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, Nicanor García, Juan Rafael Orozco-Arroyave, Julián David Arias-Londoño, Jesús Francisco Vargas-Bonilla, Elmar Nöth
Emotion recognition from speech under environmental noise conditions using wavelet decomposition. ICCST (2015)
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)
Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, L. D. Avendaño, Elmar Nöth
Time Dependent ARMA for Automatic Recognition of Fear-Type Emotions in Speech. TSD (2015)
Juan Camilo Vásquez-Correa, Nicanor García, Jesús Francisco Vargas-Bonilla, Juan Rafael Orozco-Arroyave, Julián David Arias-Londoño, M. O. Lucia Quintero
Evaluation of wavelet measures on automatic detection of emotion in noisy and telephony speech signals. ICCST (2014)