Publications
2020
Kaya H., Verkholyak O., Markitantov M., Karpov A. Combining Clustering and Functionals based Acoustic Feature Representations for Classification of Baby Sounds // In Companion Publication of the 2020 International Conference on Multimodal Interaction ICMI’20 Companion, WoCBU’20 Workshop Proceedings, ACM. 2020. pp. 509-513.
Bojanić M., Delić V., Karpov A. Effect of Emotion Distribution on a Call Processing for an Emergency Call Center // In Proc. 28th Telecommunications Forum TELFOR 2020, IEEE. Belgrade, Serbia. 2020. pp. 1-4.
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. 2020. 102200.
Kagirov I., Ryumin D., Axyonov A., Karpov A. Multimedia Database of Russian Sign Language Items in 3D // Topics in the Study of Language (Voprosy Jazykoznanija). 2020. No. 1. pp. 104-123.
Dvoynikova A., Karpov A. Analytical review of approaches to russian text sentiment recognition // Information and Control Systems. 2020. No.4. pp. 20–30.
Ryumina E., Karpov A. Analytical review of methods for emotion recognition by human face expressions // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2020. Vol. 20. No. 2. pp. 163–176.
Ryumin D. Automated hand detection method for tasks of gesture recognition in human-machine interfaces // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2020. Vol. 20. No. 4. pp. 525–531.
Ryumina E., Karpov A. Comparative analysis of methods for imbalance elimination of emotion classes in video data of facial expressions // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2020. Vol. 20. No. 5. pp. 683-691.
Gundelakh F., Stankevich L., Sonkin K., Nagornova G., Shemyakina N. Application of Brain-Computer Interfaces in Assistive Technologies. // SPIIRAS Proceedings. 2020. Vol. 19. No. 2. pp. 277-301.
More
Bakhshiev A., Korsakov A., Stankevich L. The Hierarchical Memory Based on Compartmental Spiking Neuron Model // Artificial General Intelligence. 2020. pp. 34-43.
Kagirov I., Ivanko D., Ryumin D., Axyonov A., Karpov A. TheRuSLan: Database of Russian Sign Language // Proceedings of the 12th Language Resources and Evaluation Conference LREC-2020. 2020. pp. 6079-6085.
Kipyatkova I., Karpov A. Class-based LSTM Russian Language Model with Linguistic Information // Proceedings of the 12th Conference on Language Resources and Evaluation LREC-2020. 2020. pp. 2470–2474.
Dvoynikova A., Verkholyak O., Karpov A. Emotion Recognition and Sentiment Analysis of Extemporaneous Speech Transcriptions in Russian // Lecture Notes in Computer Science, Springer LNAI 12335, SPECOM 2020. 2020. pp. 136-144.
Kipyatkova I., Markovnikov N. Experimenting with Attention Mechanisms in Joint CTC-Attention Models for Russian Speech Recognition // Lecture Notes in Computer Science, Springer LNAI 12335, SPECOM 2020. 2020. pp. 214–222.
Markitantov M. Transfer Learning in Speaker’s Age and Gender Recognition // Lecture Notes in Computer Science, Springer LNAI 12335, SPECOM 2020. 2020. pp. 326-335.