Axyonov Alexander Alexandrovich
Position
Researcher
Qualification
PhD
Publications
2023
Axyonov A.A., Ryumina E.V., Ryumin D.A., Ivanko D.V., Karpov A.A. Neural network-based method for visual recognition of driver’s voice commands using attention mechanism // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2023. vol. 23. no. 4. pp. 767–775.
Ryumin D., Ivanko D., Axyonov A. Cross-Language Transfer Learning Using Visual Information for Automatic Sign Gesture Recognition // The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 2023. vol. XLVIII. pp. 209–216.
Ivanko D., Ryumina E., Ryumin D., Axyonov A., Kashevnik A., Karpov A. EMO-AVSR: Two-Level Approach for Audio-Visual Emotional Speech Recognition// In Proc. of the 25th International Conference on Speech and Computer SPECOM-2023. Lecture Notes in Computer Science. LNAI. 2023. vol. 14338. pp. 18–31.
2022
Axyonov A., Ryumin D., Kashevnik A., Ivanko D., Karpov A. Method for visual analysis of driver's face for automatic lip-reading in the wild // Computer Optics. 2022. Vol. 46(6). pp. 955-962.
Axyonov A., Kagirov I., Ryumin D. A method of multimodal machine sign language translation for natural human-computer interaction // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2022. Vol. 22. No. 3. pp. 585-593.
Ivanko D., Ryumin D., Kashevnik A., Axyonov A., Kitenko A., Lashkov I., Karpov A. DAVIS: Driver’s Audio-Visual Speech recognition // Proceedings of 23rd International Conference INTERSPEECH-2022. Korea. 2022. pp. 1141-1142.
Ivanko D., Ryumin D., Kashevnik A., Axyonov A., Karpov A. Visual Speech Recognition in a Driver Assistance System // Proceedings of 30th European Signal Processing Conference EUSIPCO-2022. Belgrade, Serbia. 2022. pp. 1131-1135.