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Juan Camilo Vásquez-Correa

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2020 – today

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2024
[j19]
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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: 101584 (2024)
[j18]
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  - journals/mta/EscobarGrisalesVO24
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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): 5473-5492 (2024)
[c52]
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Santiago Andres Moreno-Acevedo, Juan Camilo Vásquez-Correa, Juan M. Martín-Doñas, Aitor Álvarez:
Stream-based Active Learning for Speech Emotion Recognition via Hybrid Data Selection and Continuous Learning. TSD (2) 2024: 105-117
[c51]
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Abner Hernandez, Paula Andrea Pérez-Toro, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Seung Hee Yang, Juan Rafael Orozco-Arroyave, Andreas K. Maier:
Anonymizing Dysarthric Speech: Investigating the Effects of Voice Conversion on Pathological Information Preservation. TSD (2) 2024: 149-160
2023
[b1]
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Juan Camilo Vásquez-Correa:
Multimodal Assessment of Parkinson's Disease Patients Using Information from Speech, Handwriting, and Gait (Multimodale Verarbeitung von Parkinson-Krankheit unter Verwendung von Informationen aus Sprache, Handschrift und Gang). University of Erlangen-Nuremberg, Germany, 2023
[j17]
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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): 342 (2023)
[j16]
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  - journals/sensors/VasquezCorreaM23
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Juan Camilo Vásquez-Correa, Aitor Álvarez Muniain:
Novel Speech Recognition Systems Applied to Forensics within Child Exploitation: Wav2vec2.0 vs. Whisper. Sensors 23(4): 1843 (2023)
[j15]
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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): 1533-1546 (2023)
[c50]
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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: 226-238
[c49]
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Santiago Andres Moreno-Acevedo, Cristian D. Ríos-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: 349-359
2022
[j14]
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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: 101321 (2022)
[j13]
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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: 101322 (2022)
[j12]
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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: 10-20 (2022)
[c48]
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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: 352-363
[c47]
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  - conf/wea2/Moreno-AcevedoE22
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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: 41-53
[i8]
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  - journals/corr/abs-2204-01677
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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 abs/2204.01677 (2022)
[i7]
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  - journals/corr/abs-2209-08379
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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 abs/2209.08379 (2022)
2021
[j11]
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  - journals/paa/Arias-VergaraKV21
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Tomás 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): 423-431 (2021)
[j10]
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  - journals/prl/Vasquez-CorreaR21
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Juan Camilo Vásquez-Correa, Cristian David Ríos-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: 272-279 (2021)
[c46]
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  - conf/asru/Escobar-Grisales21
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Daniel Escobar-Grisales, Cristian D. Ríos-Urrego, Diego Alexander Lopez-Santander, Jeferson David Gallo-Aristizábal, Juan Camilo Vásquez-Correa, Elmar Nöth, Juan Rafael Orozco-Arroyave:
Colombian Dialect Recognition Based on Information Extracted from Speech and Text Signals. ASRU 2021: 556-563
[c45]
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Juan Camilo Vásquez-Correa, Tomás 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: 7298-7302
[c44]
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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:
Acoustic and Linguistic Analyses to Assess Early-Onset and Genetic Alzheimer's Disease. ICASSP 2021: 8338-8342
[c43]
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  - conf/interspeech/Vasquez-CorreaF21
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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: 26-30
[c42]
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  - conf/interspeech/KlumppBAVPBON21
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Philipp Klumpp, Tobias Bocklet, Tomás 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: 441-445
[c41]
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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:
Influence of the Interviewer on the Automatic Assessment of Alzheimer's Disease in the Context of the ADReSSo Challenge. Interspeech 2021: 3785-3789
[c40]
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  - conf/tsd/Rios-UrregoVON21
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Cristian D. Ríos-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: 435-447
[c39]
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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: 457-468
[c38]
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  - conf/wea2/Escobar-Grisales21
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Daniel Escobar-Grisales, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave:
Gender Recognition in Informal and Formal Language Scenarios via Transfer Learning. WEA 2021: 171-179
[i6]
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  - journals/corr/abs-2107-02759
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Daniel Escobar-Grisales, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave:
Gender Recognition in Informal and Formal Language Scenarios via Transfer Learning. CoRR abs/2107.02759 (2021)
[i5]
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  - journals/corr/abs-2112-08261
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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 abs/2112.08261 (2021)
[i4]
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  - journals/corr/abs-2112-11514
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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 abs/2112.11514 (2021)
2020
[j9]
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Tomás 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: 102779 (2020)
[j8]
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Juan Camilo Vásquez-Correa, Tomás 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: 56-67 (2020)
[c37]
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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: 6544-6548
[c36]
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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: 2057-2061
[c35]
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  - conf/tsd/Rios-UrregoVON20
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Cristian David Ríos-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: 331-339
[c34]
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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: 356-365
[i3]
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  - journals/corr/abs-2002-04374
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Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Cristian D. Ríos-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 abs/2002.04374 (2020)
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Cristian D. Ríos-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 abs/2002.05411 (2020)
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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 abs/2002.05412 (2020)

2010 – 2019

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2019
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Cristian D. Ríos-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: 43-52 (2019)
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Juan Camilo Vásquez-Correa, Tomás 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): 1618-1630 (2019)
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  - conf/acl/Hosseini-Kivanani19
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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: 74-80
[c32]
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Tomás 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: 679-687
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Juan Camilo Vásquez-Correa, Cristian D. Ríos-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: 688-696
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Juan Camilo Vásquez-Correa, Tomás Arias-Vergara, Cristian D. Ríos-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: 697-706
[c29]
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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: 549-553
[c28]
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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:
Apkinson: A Mobile Solution for Multimodal Assessment of Patients with Parkinson's Disease. INTERSPEECH 2019: 964-965
[c27]
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Alice Rueda, Juan Camilo Vásquez-Correa, Cristian David Ríos-Urrego, Juan Rafael Orozco-Arroyave, Sridhar Krishnan, Elmar Nöth:
Feature Representation of Pathophysiology of Parkinsonian Dysarthria. INTERSPEECH 2019: 3048-3052
[c26]
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Philipp Klumpp, Juan Camilo Vásquez-Correa, Tino Haderlein, Elmar Nöth:
Feature Space Visualization with Spatial Similarity Maps for Pathological Speech Data. INTERSPEECH 2019: 3068-3072
[c25]
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Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Martin Strauss, Juan Rafael Orozco-Arroyave, Elmar Nöth:
Natural Language Analysis to Detect Parkinson's Disease. TSD 2019: 82-90
2018
[j5]
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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: 207-221 (2018)
[j4]
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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: 69-70 (2018)
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Tomás 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: 11-25 (2018)
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Tomás 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: 6004-6008
[c23]
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Juan Camilo Vásquez-Correa, Tomás 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: 456-460
[c22]
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Nicanor García, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth:
Multimodal I-vectors to Detect and Evaluate Parkinson's Disease. INTERSPEECH 2018: 2349-2353
[c21]
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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: 453-461
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Nicanor García-Ospina, Tomás Arias-Vergara, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Milos Cernak, Elmar Nöth:
Phonological i-Vectors to Detect Parkinson's Disease. TSD 2018: 462-470
[c19]
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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: 223-230
[c18]
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Paula Andrea Pérez-Toro, Juan Camilo Vásquez-Correa, Tomás 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: 268-278
2017
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Tomás 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): 731-748 (2017)
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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: 196-208 (2017)
[c17]
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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: 2966-2970
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Juan Camilo Vásquez-Correa, Joan Serrà, 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: 5065-5069
[c15]
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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: 5090-5094
[c14]
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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: 314-318
[c13]
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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: 1839-1843
[c12]
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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: 424-434
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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: 147-155
[c10]
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Juan Camilo Vásquez-Correa, Reynel Castrillón, Tomás 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: 272-280
[c9]
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Tomás 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: 371-379
2016
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Tomás 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: 1-5
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Juan Camilo Vásquez-Correa, Tomás 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: 1-5
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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: 6490-6494
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Tomás 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: 1933-1937
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Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Julián D. Arias-Londoño, Jesús Francisco Vargas-Bonilla, Elmar Nöth:
Non-linear Dynamics Characterization from Wavelet Packet Transform for Automatic Recognition of Emotional Speech. Recent Advances in Nonlinear Speech Processing 2016: 199-207
2015
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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: 247-252
[c3]
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Juan Camilo Vásquez-Correa, Tomás 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: 105-109
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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: 96-104
2014
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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: 1-6

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