Velichko Alena Nikolaevna
Position
Researcher
Qualification
PhD student
Publications
2020
Velichko A., Karpov A. A Study of Data Scarcity Problem for Automatic Detection of Deceptive Speech Utterances // CEUR Workshop Proceedings, 3rd International Conference on R. Piotrowski's Readings in Language Engineering and Applied Linguistics PRLEAL-2019, vol. 2552, 2020, pp. 38-46.
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2019
Velichko A., Budkov V., Kagirov I., Karpov A. Applying Ensemble Learning Techniques and Neural Networks to Deceptive and Truthful Information Detection Task in the Flow of Speech // Studies in Computational Intelligence, Springer SCI 868, IDC 2019, pp. 457-466.
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Velichko A.N., Budkov V.Yu. Development of a prototype system for the automatic determination of false and true information in speech. Proceedings of the 8th interdisciplinary seminar “Analysis of spoken Russian speech” AR3-2019, St. Petersburg, St. Petersburg State University, 2019, pp. 17-20.
2018
A. Velichko, A. Karpov, V. Budkov. Analytical survey of speech corpora for deception detection systems // Proc. of Conf. “Information Technologies in Control” (ITU-2018), 2-4 October 2018, St. Petersburg. Pp. 534-538.
Velichko A., Budkov V., Karpov A. Study of classification methods for automatic truth and deception detection in speech // Science Bulletin of NTU. № 3 (72), 2018, pp. 21-32.
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Velichko A., Budkov V., Kagirov I., Karpov A. Comparative Analysis of Classification Methods for Automatic Deception Detection in Speech. In Proc. 20th International Conference on Speech and Computer SPECOM-2018, Leipzig, Germany, Springer, LNAI vol. 11096, 2018, pp. 737-746.
2017
Velichko A., Sokolov B., Karpov A., Budkov V. A brief review of the methods used in paralinguistic analysis of speech. Collection of reports of the 70th international student scientific conference GUAP. Part 2. Technical Sciences, St. Petersburg: GUAP, 2017, pp. 51-53.