Publications
2022
Ivanko D., Ryumin D., Karpov A. Developing of a Software-Hardware Complex for Automatic Audio-Visual Speech Recognition in Human–Robot Interfaces // Smart Innovation, Systems and Technologies, Springer, Electromechanics and Robotics ZR-2021. 2022. Vol. 232. pp. 259-270.
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Letenkov M., Iakovlev R., Karpov. A. Approach to Image-based Face Recognition in Setting of Partial Face Occlusion by Personal Protective Equipment // Smart Innovation, Systems and Technologies, Springer, Electromechanics and Robotics ZR-2021. 2022. Vol. 232. pp. 249-258.
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2021
Kipyatkova I., Karpov A., Kuleshov S., Zaytseva A. Methods and Models for automatic speech recognition. Educational Manual - Spb: SPC RAS. 2021. P. 116.
Kuleshov S., Zaytseva A., Aksenov A., Karpov A., Kipyatkova I., Vatamaniuk I. 3D technologies in state-of-the-art information systems: theory and practice. Educational-Methodical Manual - Spb: SPC RAS. 2021. P. 83.
Verkholyak O., Dvoynikova A., Karpov A. A Bimodal Approach for Speech Emotion Recognition using Audio and Text // Journal of Internet Services and Information Security (JISIS). Korea. 2021. Vol. 11(1). pp. 80-96.
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Bojanić M., Delić V., Karpov A. Influence of Emotion Distribution and Classification on a Call Processing for an Emergency Call Center // Telfor Journal. Serbia. 2021. Vol. 13(2). pp. 75-80.
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Verkholyak O., Dresvyanskiy D., Dvoynikova A., Kotov D., Ryumina E., Velichko A., Mamontov D., Minker W., Karpov A. Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech // In Proc. International Conference INTERSPEECH-2021. ISCA. Brno, Czechia. 2021. pp. 481-485.
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Dresvyanskiy D., Minker W., Karpov A. Deep Learning Based Engagement Recognition in Highly Imbalanced Data // In Proc. SPECOM 2021. Lecture Notes in Computer Science, Springer. Vol. 12997. 2021. pp. 166-178.
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Gruber I., Hrúz M., Železný M., Karpov A. X-Bridge: Image-to-Image Translation with Reconstruction Capabilities // In Proc. SPECOM 2021. Lecture Notes in Computer Science, Springer. Vol. 12997. 2021. pp. 238-249.
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Dresvyanskiy D., Siegert I., Karpov A., Minker W. Engagement Recognition Using Audio Channel Only // In Proc. 1st AI-Debate Workshop: establishing An InterDisciplinary pErspective on speech-based Technology. Magdeburg, Germany. 2021. pp. 19-22.
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Kashevnik A., Lashkov I., Axyonov A., Ivanko D., Ryumin D., Kolchin A., Karpov A. Multimodal Corpus Design for Audio-Visual Speech Recognition in Vehicle Cabin // IEEE Access, IEEE Press. 2021. Vol. 9. pp. 34986-35003.
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Kagirov I., Kapustin A., Kipyatkova I., Klyuzhev K., Kudryavcev A., Kudryavcev I., Loskutov Y., Ryumin D., Karpov A. Medical exoskeleton “Remotion” with an intelligent control system: Modeling, implementation, and testing // Simulation Modelling Practice and Theory. Elsevier. 2021. Vol. 107. ID 102200.
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Dvoynikova A., Markitantov M, Ryumina E., Ryumin D., Karpov A. Analytical Review of Audiovisual Systems for Determining Personal Protective Equipment on a Person's Face // Informatics and Automation. 2021. No 20(5). pp. 1115-1152.
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Velichko A., Karpov A. Analytical Review of Automatic Systems for Depression Detection by Speech // Informatics and Automation. 2021. No 20(3). pp. 497-529.
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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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