Ryumin Dmitry Alexandrovich
Position
Senior researcher
Qualification
PhD
Socials
Publications
2024
Othman W., Kashevnik A., Ali A., Shilov N., Ryumin D. Remote Heart Rate Estimation Based on Transformer with Multi-Skip Connection Decoder: Method and Evaluation in the Wild // Sensors. 2024. vol. 24. pp. 775.
Ivanko D.V., Ryumin D.A. Automatic sign language translation: a review of neural network methods for recognition and synthesis of spoken and signed language // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2024. vol. 24. no. 5. pp. 669–686.
Axyonov A., Ryumin D., Ivanko D., Kashevnik A., Karpov A. Audio-Visual Speech Recognition In-The-Wild: Multi-Angle Vehicle Cabin Dataset and Attention-Based Approach // In Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). 2024. pp. 8195-8199.
Ryumina E., Ryumin D., Karpov A. OCEAN-AI: Open Multimodal Framework for Personality Traits Assessment and HR-processes Automatization // In Proc. of INTERSPEECH. 2024. pp. 3630-3631.
Ivanko D., Ryumin D., Axyonov A., Kashevnik A., Karpov A. OpenAV: Bilingual Dataset for Audio-Visual Voice Control of a Computer for Hand Disabled People // Lecture Notes in Computer Science, SPECOM-2024. 2024. vol. 15299. pp. 163-173.
Ivanko D., Ryumin D., Markitantov M. End-to-End Visual Speech Recognition for Human-Robot Interaction // In Proc. of the AIP Conference. 2024. vol. 3021. pp. 82-90.
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.