Expert Systems with Applications 2026PULSE: Psychological Characteristics Unified Learning via Speech-based Estimation, Timur Abdulkadirov, Elena Ryumina, Dmitry Ryumin, and Alexey KarpovBig Data and Cognitive Computing 2026A Unified Perspective on Multimodal Emotion Recognition, Personality Trait Assessment, and Ambivalence/Hesitancy Recognition: Corpora, Methods, Evaluation, and Open Challenges, Angelina Egorova, Timur Abdulkadirov, Ekaterina Ryabova, Yulia Morozova, Alexandr Axyonov, and Dmitry RyuminIEEE Access 2026MM-PSYCHE: Multimodal Multitask Psychological Characteristic Estimation through Cross-Domain Semi-Supervised Learning, Elena Ryumina, Alexandr Axyonov, Darya Koryakovskaya, Timur Abdulkadirov, Angelina Egorova, Sergey Fedchin, Alexander Zaburdaev, Iana Salova, Andrey Savchenko, and Dmitry RyuminBig Data and Cognitive Computing 2026ExPAM: Explainable Personality Assessment Method Using Heterogeneous Linguistic Features and Off-the-Shelf LLMs, Elena Ryumina, Dmitry Ryumin, Maxim Markitantov, and Alexey KarpovMultimodal Technologies and Interaction 2026MAVAGEN: Multimodal Avatar Generation Framework for Personalized Human-Computer Interaction, Alexandr Axyonov, Elena Ryumina, Dmitry Ryumin, and Alexey KarpovBig Data and Cognitive Computing 2026DEPART: Multi-Task Interpretable Depression and Parkinson's Disease Detection from In-the-Wild Video Data, Elena Ryumina, Alexandr Axyonov, Mikhail Dolgushin, Dmitry Ryumin, and Alexey KarpovMachine Learning and Knowledge Extraction 2026SSL-MEPR: A Semi-Supervised Multi-Task Cross-Domain Learning Framework for Multimodal Emotion and Personality Recognition, Elena Ryumina, Alexandr Axyonov, Darya Koryakovskaya, Timur Abdulkadirov, Angelina Egorova, Sergey Fedchin, Alexander Zaburdaev, and Dmitry RyuminBig Data and Cognitive Computing 2025Cross-Lingual Bimodal Emotion Recognition with LLM-based Label Smoothing, Elena Ryumina, Alexandr Axyonov, Timur Abdulkadirov, Darya Koryakovskaya, and Dmitry RyuminPattern Recognition Letters 2025Multi-Corpus Emotion Recognition Method based on Cross-Modal Gated Attention Fusion, Elena Ryumina, Dmitry Ryumin, Alexandr Axyonov, Denis Ivanko, and Alexey KarpovPattern Recognition Letters 2024Gated Siamese Fusion Network based on Multimodal Deep and Hand-Crafted Features for Personality Traits Assessment, Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, and Alexey KarpovExpert 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 IvankoIEEE Access 2021Multimodal Corpus Design for Audio-Visual Speech Recognition in Vehicle Cabin, Alexey Kashevnik, Igor Lashkov, Alexandr Axyonov, Denis Ivanko, Dmitry Ryumin, Artem Kolchin, and Alexey Karpov
EMNLP 2026TACME: Task-Aware Cross-Modal Experts for Disjoint-Corpus Multimodal Behavioral Understanding, Elena Ryumina, Alexandr Axyonov, and Dmitry RyuminCVPRW 2026Ensemble-based Prototype-Augmented Multimodal Fusion for Ambivalence/Hesitancy Recognition, Elena Ryumina, Alexandr Axyonov, Dmitry Sysoev, Timur Abdulkadirov, Kirill Almetov, Yulia Morozova, and Dmitry RyuminCVPRW 2026From Faces to Behavior Analysis: Adaptive Multimodal Fusion for Valence-Arousal Estimation in-the-Wild, Elena Ryumina, Maxim Markitantov, Alexandr Axyonov, Dmitry Ryumin, Mikhail Dolgushin, Denis Dresvyanskiy, and Alexey KarpovICCVW 2025Zero-Shot Multimodal Compound Expression Recognition Approach using Off-the-Shelf Large Visual-Language Models, Elena Ryumina, Maxim Markitantov, Alexandr Axyonov, Dmitry Ryumin, Mikhail Dolgushin, and Alexey KarpovINTERSPEECH 2024OCEAN-AI: Open Multimodal Framework for Personality Traits Assessment and HR-Processes Automatization, Elena Ryumina, Dmitry Ryumin, and Alexey KarpovCVPRW 2024Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion, Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, and Alexey KarpovICASSP 2024Audio-Visual Speech Recognition In-the-Wild: Multi-Angle Vehicle Cabin Corpus and Attention-based Method, Alexandr Axyonov, Dmitry Ryumin, Denis Ivanko, Alexey Kashevnik, and Alexey KarpovINTERSPEECH 2023Multimodal Personality Traits Assessment (MuPTA) Corpus: the Impact of Spontaneous and Read Speech, Elena Ryumina, Dmitry Ryumin, Maxim Markitantov, Heysem Kaya, and Alexey KarpovINTERSPEECH 2022DAVIS: Driver's Audio-Visual Speech Recognition, Denis Ivanko, Dmitry Ryumin, Alexey Kashevnik, Alexandr Axyonov, Andrey Kitenko, Igor Lashkov, 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 KarpovICMI 2022MIDriveSafely: Multimodal Interaction for Drive Safely, Denis Ivanko, Alexey Kashevnik, Dmitry Ryumin, Andrey Kitenko, Alexandr Axyonov, Igor Lashkov, and Alexey KarpovEUSIPCO 2022Visual Speech Recognition in a Driver Assistance System, Denis Ivanko, Dmitry Ryumin, Alexey Kashevnik, Alexandr Axyonov, and Alexey KarnovLREC 2022RUSAVIC Corpus: Russian Audio-Visual Speech in Cars, Denis Ivanko, Alexandr Axyonov, Dmitry Ryumin, Alexey Kashevnik, and Alexey KarpovLREC 2020TheRuSLan: Database of Russian Sign language, Ildar Kagirov, Denis Ivanko, Dmitry Ryumin, Alexander Axyonov, and Alexey Karpov
Important
Conference table will be up to date all the time.
| Conference | Year | |||
| 2023 | 2024 | 2025 | 2026 | |
| Computer Vision (CV) | ||||
| CVPR | ||||
| ICCV | ||||
| ECCV | ||||
| WACV | ➖ | |||
| FG | ➖ | |||
| Speech/Signal Processing (SP/SigProc) | ||||
| ICASSP | ||||
| INTERSPEECH | ||||
| ISMIR | ➖ | ➖ | ➖ | |
| Natural Language Processing (NLP) | ||||
| EMNLP | ||||
| Machine Learning (ML) | ||||
| AAAI | ➖ | |||
| ICLR | ➖ | |||
| ICML | ➖ | |||
| NeurIPS | ➖ | |||
| Topic/Domain | Stars |
|---|---|
| Speech Enhancement |
| Repository | Stars |
|---|---|
| ai-deadlines | |
| SpeechTasks |
| Space |
|---|