Ivanko Denis Viktorovich
Position
Senior researcher
Qualification
PhD
Socials
Publications
2025
Ryumina Elena, Ryumin Dmitry, Axyonov Alexandr, Ivanko Denis, Karpov Alexey. Multi-Corpus Emotion Recognition Method based on Cross-Modal Gated Attention Fusion // Pattern Recognition Letters. 2025. vol. 190. pp. 192–200.
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Zaburdaev Alexander, Ivanko Denis, Ryumin Dmitry. CrossMP-SENet: Transformer-Based Cross-Attention for Joint Magnitude-Phase Speech Enhancement // Lecture Notes in Computer Science / Proc. SPECOM 2025, Szeged, Hungary. 2026. vol. 16188. pp. 174–188.
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Ivanko Denis, Ryumin Dmitry. Intelligent System for Automatic Bidirectional Sign Language Translation Based on Recognition and Synthesis of Audiovisual and Sign Speech // The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences / Proc. PSBB 2025. Moscow, 2025. vol. XLVIII-2/W9-2025. pp. 131–136.
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Ryumina Elena, Ryumin Dmitry, Ivanko Denis. G-MAE: Gesture-aware Masked Autoencoder for Human-Machine Interaction // The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences / Proc. PSBB 2025. Moscow, 2025. vol. XLVIII-2/W9-2025. pp. 241–248.
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2024
Ryumin D., Axyonov A., Ryumina E., Ivanko D., Kashevnik A., Karpov A. Audio–visual speech recognition based on regulated transformer and spatio–temporal fusion strategy for driver assistive systems // Expert Systems with Applications. 2024. vol. 252. ID 124159.
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.