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Dr.-Ing. Juan Rafael Orozco-Arroyave

Alumnus of the Pattern Recognition Lab of the Friedrich-Alexander-Universität Erlangen-Nürnberg

Publications

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2018 (8 Publications, Talks and Patents)
Journal Articles
Arias Vergara, Tomas; Vasquez Correa, Juan Camilo; Orozco-Arroyave, Juan Rafael; Nöth, Elmar
Speaker models for monitoring Parkinson’s disease progression considering different communication channels and acoustic conditions
Speech Communication, vol. 101/2018, no. 101, pp. 11-25, 2018 (BiBTeX, Who cited this?)
Orozco-Arroyave, Juan Rafael; Vasquez Correa, Juan Camilo; Vargas Bonilla, Jesus Francisco; Arora, Raman; Dehak, Najim; Nidavavolu, Phani; Christensen, Heidi; Rudzicz, Frank; Yancheva, Maria; Chinaei, Hamidreza; Vann, Alysa; Vogler, Nicolai; Bocklet, Tobias; Cernak, Milos; Hannink, Julius; Nöth, Elmar
NeuroSpeech: An open-source software for Parkinson's speech analysis
Digital Signal Processing, vol. 77, pp. 207-221, 2018 (BiBTeX, Who cited this?)
Laureano Moro-Velázquez; Jorge Andrés Gómez-García; Juan Ignacio Godino-Llorente; Jesús Villalba; Orozco-Arroyave, Juan Rafael; Najim Dehak
Analysis of speaker recognition methodologies and the influence of kinetic changes to automatically detect Parkinson's disease
Applied Soft Computing, vol. 62, pp. 649-666, 2018 (BiBTeX, Who cited this?)
Laureano Moro-Velázquez; Jorge Andrés Gómez-García; Juan Ignacio Godino-Llorente; Jesús Villalba; Orozco-Arroyave, Juan Rafael; Najim Dehak
Analysis of speaker recognition methodologies and the influence of kinetic changes to automatically detect Parkinson's disease
Applied Soft Computing, vol. 62, pp. 649-666, 2018 (BiBTeX, Who cited this?)
Articles in Conference Proceedings
Arias Vergara, Tomas; Vasquez Correa, Juan Camilo; Orozco-Arroyave, Juan Rafael; Klumpp, Philipp; Nöth, Elmar
Unontrusive Monitoring of Speech Impairments of Parinson's Disease Patients Through Mobile Devices
Unontrusive Monitoring of Speech Impairments of Parinson's Disease Patients Through Mobile Devices (43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)), Calgary, Canada, 15-20.4.2018, pp. 6004-6008, 2018, ISBN 978-1-5386-4657-1 (BiBTeX, Who cited this?)
2017 (3 Publications, Talks and Patents)
Journal Articles
Carlos M. Travieso; Jesús B. Alonso; Orozco-Arroyave, Juan Rafael; Jesús Francisco Vargas-Bonilla; Nöth, Elmar; Antonio G. Ravelo-García
Detection of different voice diseases based on the nonlinear characterization of speech signals
Expert Systems with Applications, vol. 2017, no. 82, pp. 184-195, 2017 (BiBTeX, Who cited this?)
Tomás Arias-Vergara; Juan Camilo Vásquez-Correa; Orozco-Arroyave, Juan Rafael
Parkinson's disease and aging: analysis of their effect in phonation and articulation of speech
Cognitive Computation, vol. 9, no. 6, pp. 731-748, 2017 (BiBTeX, Who cited this?)
2016 (11 Publications, Talks and Patents)
Journal Articles
Orozco-Arroyave, Juan Rafael; Vargas-Bonilla, Jesús Francisco; Vásquez-Correa, Juan Camilo; Castellanos-Domínguez, Germán; Nöth, Elmar
Automatic detection of hypernasal speech of children with cleft lip and palate from spanish vowels and words using classical measures and nonlinear analysis
Rev. Fac. Ing. Univ. Antioquia, vol. 1, no. 80, pp. 15, 2016 (BiBTeX, Who cited this?)
Orozco-Arroyave, Juan Rafael; Vargas-Bonila, Jesús Francisco; Arias-Londoño, Julián; Skodda, Sabine; Rusz, Jan; Daqrouq, Kaled; Hönig, Florian; Nöth, Elmar
Automatic detection of Parkinson's disease in continuous speech spoken in three different languages
Journal of the Acoustical Society of America - JASA, vol. 139, no. 1, pp. 20, 2016 (BiBTeX, Who cited this?)
Zapata-Zapata, Gabriel; Arias-Londoño, Julián; Vargas-Bonila, Jesús Francisco; Orozco-Arroyave, Juan Rafael
On-line signature verification using Gaussian Mixture Models and small-sample learning strategies
Rev. Fac. Ing. Univ. Antioquia, vol. 1, no. 79, pp. 14, 2016 (BiBTeX, Who cited this?)
Adolfo M. García; Facundo Carrilo; Orozco-Arroyave, Juan Rafael; Natalia Trujillo; Jesús Francisco Vargas-Bonilla; Sol Fittipaldi; Federico Adolfi; Nöth, Elmar; Mariano Sigman; Diego Fernández Slezak; Agustín Ibañez; Guillermo A. Cecchi
How language flows when movements don’t: An automated analysis of spontaneous discourse in Parkinson’s disease
Brain & Language, vol. 2016, no. 16, pp. 19-28, 2016 (BiBTeX, Who cited this?)
Articles in Conference Proceedings
Arias-Vergara, Tomás; Vásquez-Correa, Juan Camilo; Orozco-Arroyave, Juan Rafael; Vargas-Bonilla, Jesús Francisco; Haderlein, Tino; Nöth, Elmar
Gender-dependent GMM-UBM for Tracking Parkinson's Disease Progression from Speech
Speech Communication - 12. ITG Fachtagung Sprachkommunikation (12. ITG Fachtagung Sprachkommunikation), Paderborn, 05.-07.10.2016, pp. 259-263, 2016, ISBN 978-3-8007-4275-2 (BiBTeX, Who cited this?)
Hemmerling, Daria; Orozco-Arroyave, Juan Rafael; Skalski, A.; Gajda, J.; Nöth, Elmar
Automatic detection of Parkinson’s disease based on modulated vowels
Proceedings of the 17th INTERSPEECH (Pathological Speech Analysis), San Francisco, CA, USA, 09.2016, pp. 1190-1194, 2016 (BiBTeX, Who cited this?)
Galaz, Z.; Mzourek, Z.; Mekyska, J.; Smekal, Z.; Kiska, T.; Roktorova, I.; Orozco-Arroyave, Juan Rafael; Daoudi, K.
Degree of Parkinson’s Disease Severity Estimation Based on Speech Signal Processing
IEEE 39th International Conference on Telecommunications and Signal Processing (Pathological Speech Analysis), Vienna, Austria, 06.2016, pp. 1-4, 2016 (BiBTeX, Who cited this?)
Belalcazar-Bolanos, Elkyn; Orozco-Arroyave, Juan Rafael; Vargas-Bonila, Jesus Francisco; Haderlein, Tino; Nöth, Elmar
Glottal Flow Patterns Analyses for Parkinson’s Disease Detection: Acoustic and Nonlinear Approaches
Proc. Text, Speech and Dialogue; 19th International Conference, TSD 2016 (Pathological Speech Analysis), Brno, 09.2016, pp. 1-8, 2016 (BiBTeX, Who cited this?)
Arias-Vergara, Tomás; Vásquez-Correa, Juan Camilo; Orozco-Arroyave, Juan Rafael; Vargas-Bonilla, Jesús Francisco; Nöth, Elmar
Parkinson's disease progression assessment from speech using GMM-UBM
Proceedings of the 17th INTERSPEECH (Pathological Speech Analysis), San Francisco, CA, USA, 09.2016, pp. 1933-1937, 2016 (BiBTeX, Who cited this?)
Orozco-Arroyave, Juan Rafael; Vásquez-Correa, Juan Camilo; Hönig, Florian; Arias-Londoño, Julián; Vargas-Bonilla, Jesús Francisco; Skodda, Sabine; Rusz, Jan; Nöth, Elmar
Towards an automatic monitoring of the neurological state of Parkinson's patients from speech
Proceedings of the 41st IEEE ICASSP (PATHOLOGICAL SPEECH ANALYSIS), Shanghai, China, 05.2016, pp. 6490-6494, 2016 (BiBTeX, Who cited this?)
Vásquez-Correa, Juan Camilo; Arias-Vergara, Tomás; Orozco-Arroyave, Juan Rafael; Vargas-Bonilla, Jesús Francisco; Nöth, Elmar
Wavelet-Based Time-Frequency Representations for Automatic Recognition of Emotions from Speech
ITG-Fachtagung Sprachkommunikation (Pathological Speech Analysis), Paderborn, Deutschland, 10.2016, pp. 235-239, 2016 (BiBTeX, Who cited this?)
2015 (12 Publications, Talks and Patents)
Journal Articles
Orozco-Arroyave, Juan Rafael; Hönig, Florian; Arias-Londoño, Julián David; Vargas-Bonilla, Jesús Francisco; Nöth, Elmar
Spectral and cepstral analyses for Parkinson's disease detection in Spanish vowels and words
Expert Systems, vol. 1, no. 1, pp. 1-10, 2015 (BiBTeX, Who cited this?)
Orozco-Arroyave, Juan Rafael; Belalcázar-Bolaños, Elkyn Alexander; Arias-Londoño, Julián David; Vargas-Bonilla, Jesús Francisco; Skodda, Sabine; Rusz, Jan; Daqrouq, Khaled; Hönig, Florian; Nöth, Elmar
Chracterization methods for the detection of multiple voice disorders: neurological, functional, and organic diseases
IEEE Journal of Biomedical and Health Informatics, vol. 2015, no. 1, pp. 1-9, 2015 (BiBTeX, Who cited this?)
Articles in Conference Proceedings
Orozco-Arroyave, Juan Rafael; Haderlein, Tino; Nöth, Elmar
Automatic Detection of Parkinson's Disease in Reverberant Environments
Proc. Text, Speech and Dialogue; 18th International Conference, TSD 2015 (Text, Speech and Dialogue; 18th International Conference, TSD 2015), Pilsen, Czech Republic, 14.-17.09.2015, pp. 80-87, 2015 (BiBTeX, Who cited this?)
Vásquez-Correa, Juan Camilo; Arias-Vergara, Tomás; Orozco-Arroyave, Juan Rafael; Vargas-Bonilla, Jesús Francisco; Arias-Londoño, Julián David; Nöth, Elmar
Automatic detection of Parkinson's disease from continuous speech recorded in non-controlled noise conditions
Proceedings of the 16th INTERSPEECH (16th Annual Conference of the International Speech Communication Association (INTERSPEECH)), Dresden, Germany, 07.09.2015, pp. 105-109, 2015 (BiBTeX, Who cited this?)
Orozco-Arroyave, Juan Rafael; García, Nicanor; Vargas-Bonilla, Jesús Francisco; Nöth, Elmar
Automatic Detection of Parkinson's Disease from Compressed Speech Recordings
Proc. Text, Speech and Dialogue; 18th International Conference, TSD 2015 (Text, Speech and Dialogue; 18th International Conference, TSD 2015), Pilsen, Czech Republic, 14.-17.09.2015, pp. 88-95, 2015 (BiBTeX, Who cited this?)
Villa-Cañas, Tatiana; Arias-Londoño, Julián David; Orozco-Arroyave, Juan Rafael; Vargas-Bonilla, Jesús Francisco; Nöth, Elmar
Low-frequency components analysis in running speech for the automatic detection of Parkinson's disease
Proceedings of the 16th INTERSPEECH (16th Annual Conference of the International Speech Communication Association (INTERSPEECH)), Dresden, Germany, 06.09.2015, pp. 100-104, 2015 (BiBTeX, Who cited this?)
Schuller, Björn; Steidl, Stefan; Batliner, Anton; Hantke, Simone; Hönig, Florian; Orozco-Arroyave, Juan Rafael; Nöth, Elmar; Zhang, Yue; Weninger, Felix
The INTERSPEECH 2015 Computational Paralinguistics Challenge: Nativeness, Parkinson's & Eating Condition
Proceedings of the 16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015) (INTERSPEECH 2015 - 16th Annual Conference of the International Speech Communication Association (ISCA)), Dresden, Germany, 06.10.2015, pp. 478-482, 2015 (BiBTeX, Who cited this?)
Vásquez-Correa, Juan Camilo; Orozco-Arroyave, Juan Rafael; Arias-Londoño, Julián David; Vargas-Bonilla, Jesús Francisco; Avendaño, Luis David; Nöth, Elmar
Time Dependent ARMA for Automatic Recognition of Fear-Type Emotions in Speech
Proc. Text, Speech and Dialogue; 18th International Conference, TSD 2015 (Text, Speech and Dialogue; 18th International Conference, TSD 2015), Pilsen, Czech Republic, 14.-17.09.2015, pp. 96-104, 2015 (BiBTeX, Who cited this?)
Wankerl, Sebastian; Hönig, Florian; Batliner, Anton; Orozco-Arroyave, Juan Rafael; Nöth, Elmar
Visual Comparison of Speaker Groups
INTERSPEECH 2015, Proceedings of (INTERSPEECH 2015), Dresden, Germany, 06.09.2015-10.09.2015, pp. 2613-2614, 2015 (BiBTeX, Who cited this?)
Orozco-Arroyave, Juan Rafael; Hönig, Florian; Arias-Londoño, Julián David; Vargas-Bonilla, Jesús Francisco; Skodda, Sabine; Rusz, Jan; Nöth, Elmar
Voiced/unvoiced transitions in speech as a potential bio-marker to detect Parkinson's disease
Proceedings of the 16th INTERSPEECH (16th Annual Conference of the International Speech Communication Association (INTERSPEECH)), Dresden, Germany, 07.09.2015, pp. 95-99, 2015 (BiBTeX, Who cited this?)
Talks
Orozco-Arroyave, Juan Rafael
Automatic Detection of Parkinson's Disease in Reverberant Environments (Talk)
at University of West Bohemia (Text, Speech and Dialogue; 18th International Conference, TSD 2015) in Pilsen, Czech Republic (16.09)
Orozco-Arroyave, Juan Rafael
Automatic Detection of Parkinson's Disease from Compressed Speech Recordings (Talk)
at University of West Bohemia (Text, Speech and Dialogue; 18th International Conference, TSD 2015) in Pilsen, Czech Republic (16.09)
2014 (9 Publications, Talks and Patents)
Journal Articles
Henríquez, P.; Alonso-Hernández, J.B.; Ferrer-Ballester, M.A.; Travieso-González, C.M.; Orozco-Arroyave, Juan Rafael
Nonlinear Dynamics Characterization of Emotional Speech
Neurocomputing, vol. 132, no. 2014, pp. 126-135, 2014 (BiBTeX, Who cited this?)
Orozco-Arroyave, Juan Rafael; Juan Camilo Vasquez-Correa; Julián David Arias-Londoño
New computer aided device for real time analysis of speech of people with Parkinson’s disease
Revista Facultad de Ingeniería Universidad de Antioquia, vol. 1, no. 72, pp. 87-103, 2014 (BiBTeX, Who cited this?)
Articles in Conference Proceedings
Riedhammer, Korbinian; Bocklet, Tobias; Orozco-Arroyave, Juan Rafael; Nöth, Elmar
Semi-Automatic Calibration for Dereverberation by Spectral Subtraction for Continuous Speech Recognition
Proceedings of the 11th ITG Speech Communication Symposium (ITG Speech Communication Symposium), Erlangen, Germany, 24.09.2014, pp. 1-4, 2014, ISBN 978-3-8007-3640-9 (BiBTeX, Who cited this?)
Orozco-Arroyave, Juan Rafael
New Spanish speech corpus database for the analysis of people suffering from Parkinson’s disease
Proceedings of the LREC 2014 (The 9th Language Resources and Evaluation Conference), Reykjavik, Iceland, 26-31 May 2014, pp. 1-210, 2014, ISBN 978-2-9517408-8-4 (BiBTeX, Who cited this?)
Orozco-Arroyave, Juan Rafael; Belalcázar-Bolaños, Elkyn Alexander; Arias-Londoño, Julián David; Vargas-Bonilla, Jesús Francisco; Haderlein, Tino; Nöth, Elmar
Phonation and articulation analysis of Spanish vowels for automatic detection of Parkinson's disease
Proc. Text, Speech and Dialogue; 17th International Conference, TSD 2014 (Text, Speech and Dialogue; 17th International Conference (TSD 2014)), Brno, Czech Republic, 08.09.2014-12.09.2014, pp. 374-381, 2014, ISBN 978-3-319-10815-5 (BiBTeX, Who cited this?)
Orozco-Arroyave, Juan Rafael; Arias-Londoño, Julián David; Vargas-Bonilla, Jesús Francisco; González-Rátiva, María Claudia; Nöth, Elmar
New Spanish speech corpus database for the analysis of people suffering from Parkinson’s disease
PROCEEDINGS OF THE NINTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LANGUAGE RESOURCES AND EVALUATION), Reykjavik, Iceland, 24.06.2014, vol. 1, pp. 1-210, 2014, ISBN 978-2-9517408-8-4 (BiBTeX, Who cited this?)
Orozco-Arroyave, Juan Rafael; Hönig, Florian; Arias-Londoño, Julián David; Vargas-Bonilla, Jesús Francisco; Skodda, Sabine; Rusz, Jan; Nöth, Elmar
Automatic Detection of Parkinson's Disease from Words Uttered in Three Different Languages
Proceedings of the 15th INTERSPEECH (15th Annual Conference of the International Speech Communication Association (INTERSPEECH)), Singapore, 14.09.2014, pp. 573-577, 2014 (BiBTeX, Who cited this?)
Talks
Orozco-Arroyave, Juan Rafael
Phonation and articulation analysis of Spanish vowels for automatic detection of Parkinson's disease (Talk)
at Masaryk University (Text, Speech and Dialogue; 17th International Conference (TSD 2014)) in Brno, Czech Republic (09.09)
Orozco-Arroyave, Juan Rafael
Multilingua System for the Automatic Detection of Parkinson’s Disease (Talk)
at Google Inc. (Doctoral Workshop on Speech Technology, Google) in London, UK (28.04)
2013 (7 Publications, Talks and Patents)
Journal Articles
Henríquez-Rodríguez, Patricia; Alonso-Hernández, Jesús Bernardino; Ferrer-Ballester, Miguel Ángel; Travieso-González, Carlos Manuel; Orozco-Arroyave, Juan Rafael
Global Selection of Features for Nonlinear Dynamics Characterization of Emotional Speech
Cognitive Computation, vol. 5, no. 4, pp. 517-525, 2013 (BiBTeX, Who cited this?)
Orozco-Arroyave, Juan Rafael; Vargas-Bonilla, Jesús Francisco; Arias-Londoño, Julián David; Murillo-Rendón, Santiago; Castellanos-Domínguez, Germán; Garcés-Rodríguez, Juan Felipe
Nonlinear Dynamics for Hypernasality Detection in Spanish Vowels and Words
Cognitive Computation, vol. 5, no. 4, pp. 448-457, 2013 (BiBTeX, Who cited this?)
Articles in Conference Proceedings
Orozco-Arroyave, Juan Rafael; Arias-Londoño, Julián David; Vargas-Bonilla, Jesús Francisco; Nöth, Elmar
Analysis of speech from people with Parkinson's disease through nonlinear dynamics
Advances in nonlinear speech processing (6th International Conference, NOLISP 2013), Mons, Belgium, 19.06.2013, vol. 1, pp. 112-119, 2013, ISBN 978-3-642-38846-0 (BiBTeX, Who cited this?)
Belalcázar-Bolaños, Elkyn Alexander; Orozco-Arroyave, Juan Rafael; Arias-Londoño, Julián David; Vargas-Bonilla, Jesús Francisco; Nöth, Elmar
Automatic detection of Parkinson's disease using noise measures of speech
Proceedings of the XVIII STSIVA, 2013 (XVIII Symposium of Image, Signal Processing, and Artificial Vision (STSIVA), 2013), Bogotá, Colombia, 11.09.2013, pp. 1-5, 2013, ISBN 978-1-4799-1119-6 (BiBTeX, Who cited this?)
Vásquez-Correa, Juan Camilo; Orozco-Arroyave, Juan Rafael; Arias-Londoño, Julián David; Vargas-Bonilla, Jesús Francisco; Nöth, Elmar
Design and Implementation of an Embedded System for Real Time Analysis of Speech From People with Parkinson’s Disease
Proceedings of the XVIII STSIVA, 2013 (XVIII Symposium of Image, Signal Processing, and Artificial Vision (STSIVA), 2013), Bogotá, Colombia, 11.09.2013, vol. 1, pp. 1-5, 2013, ISBN 978-1-4799-1119-6 (BiBTeX, Who cited this?)
Belalcázar-Bolaños, Elkyn Alexander; Orozco-Arroyave, Juan Rafael; Vargas-Bonilla, Jesús Francisco; Arias-Londoño, Julián David; Castellanos-Domínguez, César German; Nöth, Elmar
New cues in low-frequency of speech for automatic detection of Parkinson's disease
Natural and Artificial Models in Computation and Biology (5th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2013), Mallorca, Spain, 10.06.2013, vol. 7930, pp. 283-292, 2013, ISBN 978-3-642-38636-7 (BiBTeX, Who cited this?)
Orozco-Arroyave, Juan Rafael; Arias-Londoño, Julián David; Vargas-Bonilla, Jesús Francisco; Nöth, Elmar
Perceptual analysis of speech signals from people with Parkinson's disease
Natural and Artificial Models in Computation and Biology (5th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2013), Mallorca, Spain, 10.06.2013, vol. 1, pp. 201-211, 2013, ISBN 978-3-642-38636-7 (BiBTeX, Who cited this?)
2012 (1 Publications, Talks and Patents)
Articles in Conference Proceedings
Orozco-Arroyave, Juan Rafael; Arias-Londoño, Julián David; Vargas-Bonilla, Jesús Francisco; Nöth, Elmar
Automatic detection of hypernasal speech signals using nonlinear and entropy measurements
Proceedings of the 13th Annual Conference of the International Speech Communication Association (13th International Speech Speech Communication Association), Portland, Oregon. USA, 09.09.2012, pp. 2700, 2012, ISBN 978-1-62276-759-5 (BiBTeX, Who cited this?)