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ORCIDElena Ryumina
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2020 – today
- 2024
[j6]Elena Ryumina
, Maxim Markitantov, Dmitry Ryumin, Alexey Karpov:
OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment. Expert Syst. Appl. 239: 122441 (2024)- [j5]Dmitry Ryumin, Alexandr Axyonov, Elena Ryumina, Denis Ivanko, Alexey M. Kashevnik, Alexey Karpov:
Audio-visual speech recognition based on regulated transformer and spatio-temporal fusion strategy for driver assistive systems. Expert Syst. Appl. 252: 124159 (2024) - [j4]Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Alexey Karpov:
Gated Siamese Fusion Network based on multimodal deep and hand-crafted features for personality traits assessment. Pattern Recognit. Lett. 185: 45-51 (2024) - [c7]Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov:
Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion. CVPR Workshops 2024: 4752-4760 - [i2]Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov:
Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision. CoRR abs/2403.12687 (2024) - 2023
- [j3]Dmitry Ryumin, Denis Ivanko, Elena Ryumina:
Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices. Sensors 23(4): 2284 (2023) - [c6]Elena Ryumina, Dmitry Ryumin, Maxim Markitantov, Heysem Kaya, Alexey Karpov:
Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech. INTERSPEECH 2023: 4049-4053 - [c5]Denis Ivanko, Elena Ryumina, Dmitry Ryumin, Alexandr Axyonov, Alexey M. Kashevnik, Alexey Karpov:
EMO-AVSR: Two-Level Approach for Audio-Visual Emotional Speech Recognition. SPECOM (1) 2023: 18-31 - 2022
- [j2]Elena Ryumina, Denis Dresvyanskiy, Alexey Karpov:
In search of a robust facial expressions recognition model: A large-scale visual cross-corpus study. Neurocomputing 514: 435-450 (2022) - [j1]Denis Dresvyanskiy, Elena Ryumina, Heysem Kaya, Maxim Markitantov, Alexey Karpov, Wolfgang Minker:
End-to-End Modeling and Transfer Learning for Audiovisual Emotion Recognition in-the-Wild. Multimodal Technol. Interact. 6(2): 11 (2022) - [c4]Maxim Markitantov, Elena Ryumina, Dmitry Ryumin, Alexey Karpov:
Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task. INTERSPEECH 2022: 1756-1760 - [c3]Elena Ryumina, Denis Ivanko:
Emotional Speech Recognition Based on Lip-Reading. SPECOM 2022: 616-625 - 2021
- [c2]Oxana Verkholyak, Denis Dresvyanskiy, Anastasia Dvoynikova, Denis Kotov, Elena Ryumina, Alena Velichko, Danila Mamontov, Wolfgang Minker, Alexey Karpov:
Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech. Interspeech 2021: 481-485 - [c1]Elena Ryumina, Oxana Verkholyak, Alexey Karpov:
Annotation Confidence vs. Training Sample Size: Trade-Off Solution for Partially-Continuous Categorical Emotion Recognition. Interspeech 2021: 3690-3694 - 2020
- [i1]Denis Dresvyanskiy, Elena Ryumina, Heysem Kaya, Maxim Markitantov, Alexey A. Karpov, Wolfgang Minker:
An Audio-Video Deep and Transfer Learning Framework for Multimodal Emotion Recognition in the wild. CoRR abs/2010.03692 (2020)
Coauthor Index
aka: Alexey A. Karpov
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