Публикации
2021
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.
Подробнее
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.
Подробнее
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.
Подробнее
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.
Подробнее
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.
Подробнее
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.
Подробнее
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.
Подробнее
Двойникова А.А., Маркитантов М.В., Рюмина Е.В., Рюмин Д.А., Карпов А.А. Аналитический обзор аудиовизуальных систем для определения средств индивидуальной защиты на лице человека // Информатика и автоматизация. 2021. № 20(5). C. 1115-1152.
Подробнее
Величко А.Н., Карпов А.А. Аналитический обзор систем автоматического определения депрессии по речи // Информатика и автоматизация. 2021. № 20(3). C. 497-529.
Подробнее
Рюмин Д.А., Кагиров И.А., Аксёнов А.А., Карпов А.А. Аналитический обзор моделей и методов автоматического распознавания жестов и жестовых языков // Информационно-управляющие системы (Informatsionno-Upravliaiushchie Sistemy). 2021. № 6. C. 10-20.
Подробнее
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.
Подробнее
Ivanko D., Ryumin D., Axyonov A., Kashevnik A. Speaker-Dependent Visual Command Recognition in Vehicle Cabin: Methodology and Evaluation // In Proc. SPECOM 2021. Lecture Notes in Computer Science, Springer. Vol. 12997. 2021. pp. 291-302.
Подробнее
Kipyatkova I. End-to-End Russian Speech Recognition Models with Multi-head Attention // In Proc. SPECOM 2021. Lecture Notes in Computer Science, Springer. Vol. 12997. 2021. pp. 327-335.
Подробнее
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.
Подробнее