Profil

DESPOTOVIC Vladimir

Main Referenced Co-authors
Peric, Zoran (17)
Skovranek, Tomas (11)
Denic, Bojan (7)
Goertz, Norbert (3)
Haeb-Umbach, Reinhold (3)
Main Referenced Keywords
Laplacian source (4); Fractional calculus (3); Linear prediction (3); Machine learning (3); Acoustic units (2);
Main Referenced Disciplines
Computer science (32)
Human health sciences: Multidisciplinary, general & others (2)
Mathematics (1)

Publications (total 35)

The most downloaded
198 downloads
FAGHERAZZI, G., Fischer, A., Ismael, M., & DESPOTOVIC, V. (April 2021). Voice for Health: The Use of Vocal Biomarkers from Research to Clinical Practice. Digital Biomarkers, 5 (1), 78-88. doi:10.1159/000515346 https://hdl.handle.net/10993/46861

The most cited

61 citations (Scopus®)

FAGHERAZZI, G., Fischer, A., Ismael, M., & DESPOTOVIC, V. (April 2021). Voice for Health: The Use of Vocal Biomarkers from Research to Clinical Practice. Digital Biomarkers, 5 (1), 78-88. doi:10.1159/000515346 https://hdl.handle.net/10993/46861

Sayers, D., Sousa-Silva, R., Höhn, S., Ahmedi, L., Allkivi-Metsoja, K., ANASTASIOU, D., Beňuš, Š., Bowker, L., Bytyçi, E., Catala, A., Çepani, A., Chacón-Beltrán, R., Dadi, S., Dalipi, F., DESPOTOVIC, V., Doczekalska, A., Drude, S., Fort, K., Fuchs, R., ... Yildirim Yayilgan, S. (2021). The Dawn of the Human-Machine Era: A forecast of new and emerging language technologies. doi:10.17011/jyx/reports/20210518/1

FAGHERAZZI, G., Fischer, A., Ismael, M., & DESPOTOVIC, V. (April 2021). Voice for Health: The Use of Vocal Biomarkers from Research to Clinical Practice. Digital Biomarkers, 5 (1), 78-88. doi:10.1159/000515346
Peer Reviewed verified by ORBi

Peric, Z., Denic, B., & DESPOTOVIC, V. (2021). Algorithm based on 2‐bit adaptive delta modulation and fractional linear prediction for Gaussian source coding. IET Signal Processing, 15 (6), 410-423. doi:10.1049/sil2.12040
Peer Reviewed verified by ORBi

Peric, Z., Savic, M., Simic, N., Denic, B., & DESPOTOVIC, V. (2021). Design of a 2-Bit Neural Network Quantizer for Laplacian Source. Entropy, 23 (8), 933. doi:10.3390/e23080933
Peer Reviewed verified by ORBi

SCHOMMER, C., SAUTER, T., PANG, J., SATAGOPAM, V., DESPOTOVIC, V., & GONCALVES, J. (2021). Proceedings of the AI4Health Lecture Series (2021) [Paper presentation]. AI4Health Lectures Series (2021), Campus Belval, University of Luxembourg, Luxembourg.

DESPOTOVIC, V., & Skovranek, T. (2020). Fractional Linear Prediction Toolbox for MATLAB. In Proc. of 21th International Carpathian Control Conference (ICCC) (pp. 1-6). IEEE. doi:10.1109/ICCC49264.2020.9257227
Peer reviewed

DESPOTOVIC, V., Skovranek, T., & SCHOMMER, C. (2020). Speech Based Estimation of Parkinson’s Disease Using Gaussian Processes and Automatic Relevance Determination. Neurocomputing, 401, 173-181. doi:10.1016/j.neucom.2020.03.058
Peer Reviewed verified by ORBi

Peric, Z., Denic, B., & DESPOTOVIC, V. (2020). Gaussian source coding based on variance-mismatched three-level scalar quantisation using Q-function approximations. IET Communications, 14 (4), 594-602. doi:10.1049/iet-com.2019.0431
Peer Reviewed verified by ORBi

Skovranek, T., DESPOTOVIC, V., & Peric, Z. (July 2019). Two-dimensional fractional linear prediction. Computers and Electrical Engineering, 77, 37-46. doi:10.1016/j.compeleceng.2019.04.021
Peer Reviewed verified by ORBi

Skovranek, T., & DESPOTOVIC, V. (June 2019). Audio signal processing using fractional linear prediction. Mathematics, 7 (7). doi:10.3390/math7070580
Peer Reviewed verified by ORBi

Skovranek, T., DESPOTOVIC, V., & Peric, Z. (May 2019). Optimal fractional linear prediction with restricted memory. IEEE Signal Processing Letters, 26 (5), 760-764. doi:10.1109/LSP.2019.2908278
Peer Reviewed verified by ORBi

Peric, Z., Denic, B., & DESPOTOVIC, V. (May 2019). Novel Two-Bit Adaptive Delta Modulation Algorithms. Informatica, 30 (1), 117-134. doi:10.15388/Informatica.2019.200
Peer Reviewed verified by ORBi

Skovranek, T., & DESPOTOVIC, V. (2019). Signal prediction using fractional derivative models. In D. Bǎleanu & A. Mendes Lopes (Eds.), Handbook of Fractional Calculus with Applications (De Gruyter Reference, pp. 179-206). Berlin/Boston, Unknown/unspecified: Walter de Gruyter GmbH. doi:10.1515/9783110571929
Peer reviewed

Peric, Z., Denic, B., & DESPOTOVIC, V. (March 2019). An efficient two-digit adaptive delta modulation for Laplacian source coding. International Journal of Electronics, 106 (7), 1085-1100. doi:10.1080/00207217.2019.1582707
Peer Reviewed verified by ORBi

DESPOTOVIC, V., Skovranek, T., & Peric, Z. (July 2018). One-parameter fractional linear prediction. Computers and Electrical Engineering, 69, 158.170. doi:10.1016/j.compeleceng.2018.05.020
Peer Reviewed verified by ORBi

Denic, B., Peric, Z., DESPOTOVIC, V., & Vucic, N. (May 2018). Forward Adaptive Laplacian Source Coding Based on Restricted Quantization. Information Technology and Control, 47 (2), 209-219. doi:10.5755/j01.itc.47.2.16670
Peer reviewed

DESPOTOVIC, V., Walter, O., & Haeb-Umbach, R. (May 2018). Machine learning techniques for semantic analysis of dysarthric speech: An experimental study. Speech Communication, 99, 242-251. doi:10.1016/j.specom.2018.04.005
Peer Reviewed verified by ORBi

Denic, B., Peric, Z., DESPOTOVIC, V., Vucic, N., & Petrovic, P. (January 2018). Dual-mode quasi-logarithmic quantizer with embedded G.711 codec. Journal of Electrical Engineering, 69 (1), 46-51. doi:10.1515/JEE-2018-0006
Peer Reviewed verified by ORBi

DESPOTOVIC, V., & Skovranek, T. (2017). Linear prediction of speech: The fractional derivative formula. In Book of Abstracts, 2017 International Workshop on Fractional Calculus and Its Applications. Kosice, Slovakia: Technical University of Kosice.

DESPOTOVIC, V., & Tanikic, D. (2017). Sentiment Analysis of Microblogs Using Multilayer Feed-forward Artificial Neural Networks. Computing and Informatics, 36 (5), 1127–1142. doi:10.4149/cai_2017_5_1127
Peer Reviewed verified by ORBi

DESPOTOVIC, V., & Skovranek, T. (2016). Fractional-order speech prediction. In International Conference on Fractional Differentiation and its Applications (ICFDA ‘16) (pp. 124-127).
Peer reviewed

DESPOTOVIC, V., Walter, O., & Haeb-Umbach, R. (2015). Semantic Analysis of Spoken Input Using Markov Logic Networks. In Proceedings of the 16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015) (pp. 1859-1863).
Peer reviewed

Walter, O., DESPOTOVIC, V., Haeb-Umbach, R., Gemmeke, J., Van hamme, H., & Ons, B. (2014). An Evaluation of Unsupervised Acoustic Model Training for a Dysarthric Speech Interface. In Proceedings of the 15th Annual Conference of the International Speech Communication Association (INTERSPEECH 2014) (pp. 1013-1017).
Peer reviewed

Tanikic, D., & DESPOTOVIC, V. (2014). Artificial Intelligence Techniques for Modelling of Temperature in the Metal Cutting Process. In Metallurgy – Advances in Materials and Processes (pp. 153-176). InTech. doi:10.5772/47850
Peer reviewed

DESPOTOVIC, V., & Peric, Z. (2013). Design of nonlinear predictors for adaptive predictive coding of speech signals. In Proceedings of the 21st Telecommunications Forum Telfor (TELFOR) (pp. 490-497). IEEE. doi:10.1109/TELFOR.2013.6716274
Peer reviewed

Tanikic, D., DESPOTOVIC, V., Djenadic, D., Milivojevic, D., & Manic, M. (2013). The Artificial Neural Network Based System for Validation of Thermocouples Used in Biomedicine. In Proceedings of the 13th International Conference on Environment and Electrical Engineering (EEEIC) (pp. 172-175). IEEE. doi:10.1109/EEEIC-2.2013.6737902
Peer reviewed

DESPOTOVIC, V., Goertz, N., & Peric, Z. (2012). Improved Non-Linear Long-Term Predictors based on Volterra Filters. In Proceedings ELMAR-2012 (pp. 231-234). IEEE.
Peer reviewed

DESPOTOVIC, V., Goertz, N., & Peric, Z. (2012). Low-Order Volterra Long-Term Predictors. In Proceedings of the 10. ITG Symposium on Speech Communication (pp. 26-29). VDE Verlag.
Peer reviewed

DESPOTOVIC, V., Goertz, N., & Peric, Z. (March 2012). Nonlinear long-term prediction of speech based on truncated Volterra series. IEEE Transactions on Audio, Speech and Language Processing, 20 (3), 1069-1073. doi:10.1109/TASL.2011.2169788
Peer Reviewed verified by ORBi

Milivojevic, D., Pavlov, M., DESPOTOVIC, V., & Tasic, V. (January 2012). Half a Century of Computing in Copper Mining and Metallurgy Industry in Serbia. IEEE Annals of the History of Computing, 34 (3), 34-43. doi:10.1109/MAHC.2012.2
Peer Reviewed verified by ORBi

DESPOTOVIC, V., Peric, Z., Velimirovic, L., & Delic, V. (November 2011). Switched adaptive quantiser for speech compression based on optimal companding and correlation. IET Signal Processing, 5 (7), 701-707. doi:10.1049/iet-spr.2010.0308
Peer Reviewed verified by ORBi

DESPOTOVIC, V., & Peric, Z. (August 2011). ADPCM Using a Second-order Switched Predictor and Adaptive Quantizer. Advances in Electrical and Computer Engineering, 11 (3), 61-64. doi:10.4316/AECE.2011.03010
Peer Reviewed verified by ORBi

DESPOTOVIC, V., Peric, Z., Velimirovic, Z., & Delic, V. (November 2010). DPCM with Forward Gain-Adaptive Quantizer and Simple Switched Predictor for High Quality Speech Signals. Advances in Electrical and Computer Engineering, 10 (4), 95-98. doi:10.4316/AECE.2010.04015
Peer Reviewed verified by ORBi

Skovranek, T., & DESPOTOVIC, V. (2009). Identification of systems of arbitrary real order: a new method based on systems of fractional order differential equations and orthogonal distance fitting. In Volume 4: 7th International Conference on Multibody Systems, Nonlinear Dynamics, and Control, Parts A, B and C (pp. 1063-1068). doi:10.1115/DETC2009-86726
Peer reviewed

Podlubny, I., DESPOTOVIC, V., Skovranek, T., & McNaughton, B. (November 2007). Shadows on the Walls: Geometric Interpretation of Fractional Integration. Journal of Online Mathematics and its Applications, 7, 1664.
Peer reviewed

Contact ORBilu