Universidad de Antioquía (UDEA)


Universität / Hochschule

Standort der Organisation:
Medellin, Kolumbien


Forschungsprojekte mit FAU-Wissenschaftlern


(Training Network on Automatic Processing of PAthological Speech):
Modelling the progression of neurological diseases
Prof. Dr.-Ing. Elmar Nöth; Juan Vasquez Correa
(01.05.2018)


Publikationen in Kooperation mit FAU-Wissenschaftern


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Vasquez Correa, J., Arias Vergara, T., Orozco-Arroyave, J.R., & Nöth, E. (2018). A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with Parkinson's Disease. In Proceedings of INTERSPEECH (pp. 456-460).
Vasquez Correa, J., Arias Vergara, T., Rafael Orozco-Arroyave, J., Eskofier, B., Klucken, J., & Nöth, E. (2018). Multimodal assessment of Parkinson's disease: a deep learning approach. IEEE Journal of Biomedical and Health Informatics. https://dx.doi.org/10.1109/JBHI.2018.2866873
Garcia, N., Vasquez Correa, J., Arroyave, J.R.O., & Nöth, E. (2018). Multimodal i-vectors to Detect and Evaluate Parkinson's Disease. In Proceedings of INTERSPEECH (pp. 2349-2353).
Rafael Orozco-Arroyave, J., Vasquez Correa, J., Francisco Vargas-Bonilla, J., Arora, R., Dehak, N., Nidadavolu, P.S.,... Nöth, E. (2018). NeuroSpeech: An open-source software for Parkinson's speech analysis. Digital Signal Processing, 77(0), 207-221. https://dx.doi.org/10.1016/j.dsp.2017.07.004
Vasquez Correa, J., Garcia, N., Orozco-Arroyave, J.R., Cernak, M., & Nöth, E. (2018). Phonological posteriors and GRU recurrent units to assess speech impairments of patients with Parkinson’s disease. In Prof. Dr. Petr Sojka, Aleš Horák, Ivan Kopeček, Karel Pala (Eds.), Text, Speech, and Dialogue. (pp. 453-461). Springer Interational.
Arias Vergara, T., Vasquez Correa, J., Rafael Orozco-Arroyave, J., & Nöth, E. (2018). Speaker models for monitoring Parkinson’s disease progression considering different communication channels and acoustic conditions. Speech Communication, 101, 11-25. https://dx.doi.org/10.1016/j.specom.2018.05.007
Garcia-Ospina, N., Orozco Arroyave, J.R., & Vargas-Bonilla, J.-F. (2018). Speaker verification system for online education platforms. In 2018 52ND ANNUAL IEEE INTERNATIONAL CARNAHAN CONFERENCE ON SECURITY TECHNOLOGY (ICCST) (pp. 32-36). Montreal, CA: NEW YORK: IEEE.
De Jong, S.J., Crequer, A., Matos, I., Hum, D., Gunasekharan, V., Lorenzo, L.,... Casanova, J.-L. (2018). The human CIB1-EVER1-EVER2 complex governs keratinocyte-intrinsic immunity to beta-papillomaviruses. Journal of Experimental Medicine, 215(9), 2289-2310. https://dx.doi.org/10.1084/jem.20170308
Arias Vergara, T., Vasquez Correa, J., Rafael Orozco-Arroyave, J., Klumpp, P., & Nöth, E. (2018). Unontrusive Monitoring of Speech Impairments of Parinson's Disease Patients Through Mobile Devices. In Proceedings of the 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 6004-6008).
Klumpp, P., Janu, T., Arias Vergara, T., Vasquez Correa, J., Rafael Orozco-Arroyave, J., & Nöth, E. (2017). Apkinson — A Mobile Monitoring Solution for Parkinson's Disease. In Interspeech 2017.
Cernak, M., Rafael Orozco-Arroyave, J., Rudzicz, F., Christensen, H., Vasquez Correa, J., & Nöth, E. (2017). Characterization of voice quality of Parkinson's disease using differential phonological posterior features. Computer Speech and Language, 46(0), 196-208. https://dx.doi.org/10.1016/j.csl.2017.06.004
Heise, S., Höhlinger, M., Torres Hernández, Y., Pavón Palacio, J.J., Rodriquez Ortiz, J.A., Wagener, V.,... Boccaccini, A.R. (2017). Electrophoretic deposition and characterization of chitosan/bioactive glass composite coatings on Mg alloy substrates. Electrochimica Acta, 232, 456-464. https://dx.doi.org/10.1016/j.electacta.2017.02.081
Orozco-Arroyave, J.R., Hönig, F., Arias-Londoño, J.D., Vargas-Bonilla, J.F., Daqrouq, K., Skodda, S.,... Nöth, E. (2016). Automatic detection of Parkinson's disease in running speech spoken in three different languages. The Journal of the Acoustical Society of America, 139(1), 481. https://dx.doi.org/10.1121/1.4939739
Torres, Y., Romero, C., Chen, Q., Pérez, G., Rodríguez-Ortiz, J.A., Pavón, J.J.,... Boccaccini, A.R. (2016). Electrophoretic deposition of PEEK/45S5 bioactive glass coating on porous titanium substrate: Influence of processing conditions and porosity parameters. Key Engineering Materials, 704, 343-350. https://dx.doi.org/10.4028/www.scientific.net/KEM.704.343
Arias Vergara, T., Vasquez Correa, J., Orozco-Arroyave, J.R., Vargas-Bonilla, J.F., Haderlein, T., & Nöth, E. (2016). Gender-dependent GMM-UBM for Tracking Parkinson's Disease Progression from Speech. In Speech Communication - 12. ITG Fachtagung Sprachkommunikation (pp. 259-263). Paderborn: Berlin: VDE Verlag.
Belalcazar-Bolaños, E., Orozco Arroyave, J.R., Vargas-Bonilla, J.F., Haderlein, T., & Nöth, E. (2016). Glottal Flow Patterns Analyses for Parkinson's Disease Detection: Acoustic and Nonlinear Approaches. In Proc. Text, Speech and Dialogue; 19th International Conference, TSD 2016 (pp. 400-407). Brno, Czech Republic: Cham, Switzerland: Springer International Publishing Switzerland.
Vasquez Correa, J., Rafael Orozco-Arroyave, J., & Nöth, E. (2016). Word accuracy and dynamic time warping to assess intelligibility deficits in patients with Parkinsons disease. Institute of Electrical and Electronics Engineers Inc..
Orozco Arroyave, J., Garcia, N., Vargas-Bonilla, J.F., & Nöth, E. (2015). Automatic Detection of Parkinson's Disease from Compressed Speech Recordings. (pp. 88-95). Springer-verlag.
Vásquez-Correa, J.C., Arias-Vergara, T., Orozco-Arroyave, J.R., Vargas-Bonilla, J.F., Arias-Londoño, J.D., & Nöth, E. (2015). Automatic detection of Parkinson's disease from continuous speech recorded in non-controlled noise conditions. (pp. 105-109). International Speech and Communication Association.
Orozco-Arroyave, J.R., Haderlein, T., & Nöth, E. (2015). Automatic Detection of Parkinson's Disease in Reverberant Environments. (pp. 80-87). Springer-verlag.

Zuletzt aktualisiert 2016-11-03 um 06:43