Speech and Multimodal Interfaces Laboratory

Velichko Alena Nikolaevna

Velichko Alena Nikolaevna
Position
Junior researcher
Qualification
PhD student

Publications

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.
Velichko A., Budkov V., Karpov A. Analytical Survey of Computational Paralinguistic Systems for Automatic Recognition of Deception in Human Speech // Informatsionno-Upravliaiushchie Sistemy, No. 5, 2017, pp. 30-41.