Ryumin Dmitry Alexandrovich
Position
Senior researcher
Qualification
PhD
Socials
Publications
2023
Ryumina E., Ryumin D., Markitantov M., Kaya H., Karpov A. Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech// In Proc. of the 24th International Conference INTERSPEECH-2023. 2023. pp. 4049–4053.
Ivanko D., Ryumin D., Karpov A. A Review of Recent Advances on Deep Learning Methods for Audio-Visual Speech Recognition // Mathematics. 2023. vol. 11(12). no. 2665.
Ryumin D., Ryumina E., Ivanko D. EMOLIPS: Towards Reliable Emotional Speech Lip-Reading // Mathematics. 2023. vol. 11(23). no. 4787.
Ryumin D., Ivanko D., Ryumina E. Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices // Sensors. 2023. vol. 23(4). no. 2284.
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.