Vladimir Despotovic
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| Faculty or Centre | Faculty of Science, Technology and Medicine | ||||
| Department | Department of Computer Science | ||||
| Postal Address |
Université du Luxembourg Maison du Nombre 6, Avenue de la Fonte L-4364 Esch-sur-Alzette |
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| Campus Office | MNO, E04 0435-080 | ||||
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2021
Voice for Health: The Use of Vocal Biomarkers from Research to Clinical Practice; ; ;
in Digital Biomarkers (2021), 5(1), 78-88
Algorithm based on 2‐bit adaptive delta modulation and fractional linear prediction for Gaussian source coding; ;
in IET Signal Processing (2021), 15(6), 410-423
Design of a 2-Bit Neural Network Quantizer for Laplacian Source; ; ; ;
in Entropy (2021), 23(8), 933
2020
Fractional Linear Prediction Toolbox for MATLAB;
in Proc. of 21th International Carpathian Control Conference (ICCC) (2020, October)
Speech Based Estimation of Parkinson’s Disease Using Gaussian Processes and Automatic Relevance Determination; ;
in Neurocomputing (2020), 401
Gaussian source coding based on variance-mismatched three-level scalar quantisation using Q-function approximations; ;
in IET Communications (2020), 14(4), 594-602
2019
An efficient two-digit adaptive delta modulation for Laplacian source coding; ;
in International Journal of Electronics (2019), 106(7), 1085-1100
Signal prediction using fractional derivative models;
in Bǎleanu, Dumitru; Mendes Lopes, António (Eds.) Handbook of Fractional Calculus with Applications (2019)
Optimal fractional linear prediction with restricted memory; ;
in IEEE Signal Processing Letters (2019), 26(5), 760-764
2018
Forward Adaptive Laplacian Source Coding Based on Restricted Quantization; ; ;
in Information Technology and Control (2018), 47(2), 209-219
Dual-mode quasi-logarithmic quantizer with embedded G.711 codec; ; ; ;
in Journal of Electrical Engineering (2018), 69(1), 46-51
Machine learning techniques for semantic analysis of dysarthric speech: An experimental study; ;
in Speech Communication (2018), 99
2017
Linear prediction of speech: The fractional derivative formula;
in Book of Abstracts, 2017 International Workshop on Fractional Calculus and Its Applications (2017, May)
Sentiment Analysis of Microblogs Using Multilayer Feed-forward Artificial Neural Networks;
in Computing and Informatics (2017), 36(5), 11271142
2016
Fractional-order speech prediction;
in International Conference on Fractional Differentiation and its Applications (ICFDA ‘16) (2016, July)
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) (2015, September)
2014
Artificial Intelligence Techniques for Modelling of Temperature in the Metal Cutting Process;
in Metallurgy – Advances in Materials and Processes (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) (2014, September)
2013
Design of nonlinear predictors for adaptive predictive coding of speech signals;
in Proceedings of the 21st Telecommunications Forum Telfor (TELFOR) (2013, November)
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) (2013, November)
2012
Improved Non-Linear Long-Term Predictors based on Volterra Filters; ;
in Proceedings ELMAR-2012 (2012, September)
Low-Order Volterra Long-Term Predictors; ;
in Proceedings of the 10. ITG Symposium on Speech Communication (2012, September)
Nonlinear long-term prediction of speech based on truncated Volterra series; ;
in IEEE Transactions on Audio, Speech and Language Processing (2012), 20(3), 1069-1073
Half a Century of Computing in Copper Mining and Metallurgy Industry in Serbia; ; ;
in IEEE Annals of the History of Computing (2012), 34(3), 34-43
2011
ADPCM Using a Second-order Switched Predictor and Adaptive Quantizer;
in Advances in Electrical and Computer Engineering (2011), 11(3), 61-64
Switched adaptive quantiser for speech compression based on optimal companding and correlation; ; ;
in IET Signal Processing (2011), 5(7), 701-707
2010
DPCM with Forward Gain-Adaptive Quantizer and Simple Switched Predictor for High Quality Speech Signals; ; ;
in Advances in Electrical and Computer Engineering (2010), 10(4), 95-98
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 (2009, September)
2007
Shadows on the Walls: Geometric Interpretation of Fractional Integration; ; ;
in Journal of Online Mathematics and its Applications (2007), 7
