Speech and Multimodal Interfaces Laboratory

Publications

2020

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.

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.

Ivanko D., Ryumin D., Karpov A. An Experimental Analysis of Different Approaches to Audio–Visual Speech Recognition and Lip-Reading // Proceedings of 15th International Conference on Electromechanics and Robotics "Zavalishin's Readings" ZR-2020. 2020. pp. 197-209.

Gundelakh F., Stankevich L., Kapralov N., Ekimovskii J. Cyber-Physical System Control Based on Brain-Computer Interface. In Proc. International Conference on Cyber-Physical Systems and Control CPS&C 2019. Lecture Notes in Networks and Systems, Springer. 2020. Vol. 95. pp. 458-469.

Ryumina E., Karpov A. Facial Expression Recognition using Distance Importance Scores Between Facial Landmarks // CEUR Workshop Proceedings, 30th International Conference on Computer Graphics and Machine Vision GraphiCon-2020, vol. 2744, 2020, paper 32.

Velichko A., Karpov A. A Study of Data Scarcity Problem for Automatic Detection of Deceptive Speech Utterances // CEUR Workshop Proceedings, 3rd International Conference on R. Piotrowski's Readings in Language Engineering and Applied Linguistics PRLEAL-2019, vol. 2552, 2020, pp. 38-46.

Dvoynikova A., Verkholyak O., Karpov A. Analytical review of methods for identifying emotions in text data // CEUR Workshop Proceedings, 3rd International Conference on R. Piotrowski's Readings in Language Engineering and Applied Linguistics PRLEAL-2019, vol. 2552, 2020, pp. 8-21.