Karpov Alexey Anatolyevich
Position
Head of Laboratory
Qualification
Doctor of Technical Sciences
Academic title
Associate Professor
Socials
Publications
2021
Ryumin D.A., Kagirov I.A., Axyonov A.А., Karpov A.A. Analytical Review of Models and Methods for Automatic Recognition of Gestures and Sign Languages // Informatsionno-Upravliaiushchie Sistemy. 2021. Vol. 6. pp. 10-20.
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Ryumina E., Verkholyak O., Karpov A. Annotation Confidence vs. Training Sample Size: Trade-Off Solution for Partially-Continuous Categorical Emotion Recognition // In Proc. International Conference INTERSPEECH-2021. Brno, Czechia. 2021. pp. 3690-3694.
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Karpov A., Potapova R. SPECOM 2021 Preface // Lecture Notes in Computer Science, Springer, Vol. 12997. Proc. 23rd International Conference on Speech and Computer SPECOM 2021. 2021.
Ryumina E., Ryumin D., Ivanko D., Karpov A. A novel method for protective face mask detection using convolutional neural networks and image histograms // The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Moscow. 2021. Vol. XLIV-2/W1-2021. pp. 177–182.
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Axyonov А., Ryumin D., Kagirov I. Method of multi-modal video analysis of hand movements for automatic recognition of isolated signs of Russian sign language // The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Moscow. 2021. Vol. XLIV-2/W1-2021. pp. 7–13.
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Velichko A.N., Karpov A.A. Automatic Detection of Deceptive and Truthful Paralinguistic Information in Speech using Two-Level Machine Learning Model // Computational Linguistics and Intellectual Technologies, Proc. International Conference “Dialogue” 2021. Moscow. 2021. pp. 698-704.
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Dvoynikova A., Karpov A. An effect of back translation on emotion recognition in spontaneous Russian speech transcriptions // Proceedings of the 9th Interdisciplinary Seminar “Analysis of Conversational Russian Speech” AR3-2021. 2021. pp. 17-23.