Elena Ryumina

According to our database, Elena Ryumina authored at least 15 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Gated Siamese Fusion Network based on multimodal deep and hand-crafted features for personality traits assessment.

Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Alexey Karpov

Pattern Recognit. Lett., 2024

OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment.

Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Alexey Karpov

Expert Syst. Appl., 2024

Audio-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 M. Kashevnik, Alexey Karpov

Expert Syst. Appl., 2024

Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision.

Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov

CoRR, 2024

Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion.

Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices.

Dmitry Ryumin, Denis Ivanko, Elena Ryumina

Sensors, February, 2023

EMO-AVSR: Two-Level Approach for Audio-Visual Emotional Speech Recognition.

Denis Ivanko, Elena Ryumina, Dmitry Ryumin, Alexandr Axyonov, Alexey M. Kashevnik, Alexey Karpov

Proceedings of the Speech and Computer - 25th International Conference, 2023

Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech.

Elena Ryumina, Dmitry Ryumin, Maxim Markitantov, Heysem Kaya, Alexey Karpov

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

End-to-End Modeling and Transfer Learning for Audiovisual Emotion Recognition in-the-Wild.

Denis Dresvyanskiy, Elena Ryumina, Heysem Kaya, Maxim Markitantov, Alexey Karpov, Wolfgang Minker

Multimodal Technol. Interact., 2022

In search of a robust facial expressions recognition model: A large-scale visual cross-corpus study.

Elena Ryumina, Denis Dresvyanskiy, Alexey Karpov

Neurocomputing, 2022

Emotional Speech Recognition Based on Lip-Reading.

Elena Ryumina, Denis Ivanko

Proceedings of the Speech and Computer - 24th International Conference, 2022

Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task.

Maxim Markitantov, Elena Ryumina, Dmitry Ryumin, Alexey Karpov

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

Ensemble-Within-Ensemble Classification for Escalation Prediction from Speech.

Oxana Verkholyak, Denis Dresvyanskiy, Anastasia Dvoynikova, Denis Kotov, Elena Ryumina, Alena Velichko, Danila Mamontov, Wolfgang Minker, Alexey Karpov

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Annotation Confidence vs. Training Sample Size: Trade-Off Solution for Partially-Continuous Categorical Emotion Recognition.

Elena Ryumina, Oxana Verkholyak, Alexey Karpov

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

An Audio-Video Deep and Transfer Learning Framework for Multimodal Emotion Recognition in the wild.

Denis Dresvyanskiy, Elena Ryumina, Heysem Kaya, Maxim Markitantov, Alexey A. Karpov, Wolfgang Minker

CoRR, 2020