Expert Systems with Applications 2024Audio-Visual Speech Recognition based on Regulated Transformer and Spatio-Temporal Fusion Strategy for Driver Assistive Systems, Dmitry Ryumin, Alexandr Axyonov, Elena Ryumina, Denis Ivanko, Alexey Kashevnik and Alexey KarpovExpert Systems with Applications 2024OCEAN-AI Framework with EmoFormer Cross-Hemiface Attention Approach for Personality Traits Assessment, Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, and Alexey KarpovSensors 2023Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices, Dmitry Ryumin, Elena Ryumina, and Denis IvankoNeurocomputing 2022In Search of a Robust Facial Expressions Recognition Model: A Large-Scale Visual Cross-Corpus Study, Elena Ryumina, Denis Dresvyanskiy, and Alexey Karpov
CVPRW 2024Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion, Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov (accepted)INTERSPEECH 2023Multimodal Personality Traits Assessment (MuPTA) Corpus: the Impact of Spontaneous and Read Speech, Elena Ryumina, Dmitry Ryumin, Maxim Markitantov, Heysem Kaya, and Alexey KarpovINTERSPEECH 2022Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task, Maxim Markitantov, Elena Ryumina, Dmitry Ryumin, and Alexey KarpovINTERSPEECH 2021Annotation Confidence vs. Training Sample Size: Trade-Off Solution for Partially-Continuous Categorical Emotion Recognition, Elena Ryumina, Oxana Verkholyak, and Alexey KarpovINTERSPEECH 2021Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech, Oxana Verkholyak, Denis Dresvyanskiy, Anastasia Dvoynikova, Denis Kotov, Elena Ryumina, Alena Velichko, Danila Mamontov, Wolfgang Minker, and Alexey Karpov
