Selected Research Publications
Pattern Recognition Letters 2024
Gated Siamese Fusion Network based on Multimodal Deep and Hand-Crafted Features for Personality Traits Assessment , Elena Ryumina, Maxim Markitantov, Dmitry Ryumin and Alexey Karpov
Expert Systems with Applications 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 Kashevnik and Alexey Karpov
Expert Systems with Applications 2024
OCEAN-AI Framework with EmoFormer Cross-Hemiface Attention Approach for Personality Traits Assessment , Elena Ryumina, Maxim Markitantov, Dmitry Ryumin , and Alexey Karpov
Sensors 2023
Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices , Dmitry Ryumin , Elena Ryumina, and Denis Ivanko
IEEE Access 2021
Multimodal 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
INTERSPEECH 2024
OCEAN-AI: Open Multimodal Framework for Personality Traits Assessment and HR-Processes Automatization , Elena Ryumina, Dmitry Ryumin , and Alexey Karpov
CVPRW 2024
Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion , Elena Ryumina, Maxim Markitantov, Dmitry Ryumin , Heysem Kaya, Alexey Karpov
ICASSP 2024
Audio-Visual Speech Recognition In-the-Wild: Multi-Angle Vehicle Cabin Corpus and Attention-based Method , Alexandr Axyonov, Dmitry Ryumin , Denis Ivanko, Alexey Kashevnik, Alexey Karpov
INTERSPEECH 2023
Multimodal Personality Traits Assessment (MuPTA) Corpus: the Impact of Spontaneous and Read Speech , Elena Ryumina, Dmitry Ryumin , Maxim Markitantov, Heysem Kaya, and Alexey Karpov
INTERSPEECH 2022
DAVIS: Driver's Audio-Visual Speech Recognition , Denis Ivanko, Dmitry Ryumin , Alexey Kashevnik, Alexandr Axyonov, Andrey Kitenko, Igor Lashkov, and Alexey Karpov
INTERSPEECH 2022
Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task , Maxim Markitantov, Elena Ryumina, Dmitry Ryumin , and Alexey Karpov
ICMI 2022
MIDriveSafely: Multimodal Interaction for Drive Safely , Denis Ivanko, Alexey Kashevnik, Dmitry Ryumin , Andrey Kitenko, Alexandr Axyonov, Igor Lashkov, and Alexey Karpov
EUSIPCO 2022
Visual Speech Recognition in a Driver Assistance System , Denis Ivanko, Dmitry Ryumin , Alexey Kashevnik, Alexandr Axyonov, and Alexey Karnov
LREC 2022
RUSAVIC Corpus: Russian Audio-Visual Speech in Cars , Denis Ivanko, Alexandr Axyonov, Dmitry Ryumin , Alexey Kashevnik, and Alexey Karpov
LREC 2020
TheRuSLan: 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
Computer Vision (CV)
CVPR
ICCV
ย
ECCV
WACV
โ
ย
FG
โ
Speech/Signal Processing (SP/SigProc)
ICASSP
INTERSPEECH
ย
ISMIR
ย
โ
Natural Language Processing (NLP)
EMNLP
Machine Learning (ML)
AAAI
โ
ICLR
โ
ICML
โ
NeurIPS
โ
Topic/Domain
Stars
Speech Enhancement
Contributed Repositories
Repository
Stars
ai-deadlines
SpeechTasks
Contributed Spaces (Hugging Face)
Space
Community Services