https://github.com/dmitryryumin/dmitryryumin.github.io

Last synced: 5 months ago
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Host: GitHub
URL: https://github.com/dmitryryumin/dmitryryumin.github.io
Owner: DmitryRyumin
License: mit
Created: 2024-03-16T16:46:38.000Z (over 2 years ago)
Default Branch: master
Last Pushed: 2024-04-09T22:46:33.000Z (about 2 years ago)
Last Synced: 2024-04-10T01:20:34.581Z (about 2 years ago)
Language: HTML
Homepage: https://dmitryryumin.github.io
Size: 37.8 MB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE

Awesome Lists containing this project

README

[![DmitryRyumin](https://readme-typing-svg.demolab.com?font=Roboto&duration=1500&pause=100&color=3081F7&vCenter=true&multiline=true&width=435&height=70&lines=Dr.+Dmitry+Ryumin;Artificial+Intelligence+Researcher)](https://github.com/DmitryRyumin)

---

### Selected Research Publications

#### Journals

- ``Big Data and Cognitive Computing 2025`` [Cross-Lingual Bimodal Emotion Recognition with LLM-based Label Smoothing](https://www.mdpi.com/2504-2289/9/11/285), Elena Ryumina, Alexandr Axyonov, Timur Abdulkadirov, Darya Koryakovskaya, and **Dmitry Ryumin**
- ``Pattern Recognition Letters 2025`` [Multi-Corpus Emotion Recognition Method based on Cross-Modal Gated Attention Fusion](https://www.sciencedirect.com/science/article/pii/S0167865525000662), Elena Ryumina, **Dmitry Ryumin**, Alexandr Axyonov, Denis Ivanko, and Alexey Karpov
- ``Pattern Recognition Letters 2024`` [Gated Siamese Fusion Network based on Multimodal Deep and Hand-Crafted Features for Personality Traits Assessment](https://www.sciencedirect.com/science/article/pii/S0167865524002071), Elena Ryumina, Maxim Markitantov, **Dmitry Ryumin**, and Alexey Karpov [![GitHub](https://img.shields.io/github/stars/aimclub/OCEANAI?style=flat)](https://github.com/aimclub/OCEANAI)
- ``Expert Systems with Applications 2024`` [Audio-Visual Speech Recognition based on Regulated Transformer and Spatio-Temporal Fusion Strategy for Driver Assistive Systems](https://www.sciencedirect.com/science/article/pii/S095741742401025X), **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](https://www.sciencedirect.com/science/article/pii/S0957417423029433), Elena Ryumina, Maxim Markitantov, **Dmitry Ryumin**, and Alexey Karpov
- ``Sensors 2023`` [Audio-Visual Speech and Gesture Recognition by Sensors of Mobile Devices](https://www.mdpi.com/1424-8220/23/4/2284), **Dmitry Ryumin**, Elena Ryumina, and Denis Ivanko
- ``IEEE Access 2021`` [Multimodal Corpus Design for Audio-Visual Speech Recognition in Vehicle Cabin](https://ieeexplore.ieee.org/document/9364986), Alexey Kashevnik, Igor Lashkov, Alexandr Axyonov, Denis Ivanko, **Dmitry Ryumin**, Artem Kolchin, and Alexey Karpov

#### Conferences

- ``ICCVW 2025`` [Zero-Shot Multimodal Compound Expression Recognition Approach using Off-the-Shelf Large Visual-Language Models](https://openaccess.thecvf.com/content/ICCV2025W/ABAW/html/Ryumina_Zero-Shot_Multimodal_Compound_Expression_Recognition_Approach_using_Off-the-Shelf_Large_Visual-Language_ICCVW_2025_paper.html), Elena Ryumina, Maxim Markitantov, Alexandr Axyonov, **Dmitry Ryumin**, Mikhail Dolgushin, and Alexey Karpov [![GitHub](https://img.shields.io/github/stars/SMIL-SPCRAS/ICCVW_25?style=flat)](https://github.com/SMIL-SPCRAS/ICCVW_25)
- ``INTERSPEECH 2024`` [OCEAN-AI: Open Multimodal Framework for Personality Traits Assessment and HR-Processes Automatization](https://www.isca-archive.org/interspeech_2024/ryumina24_interspeech.html), Elena Ryumina, **Dmitry Ryumin**, and Alexey Karpov [![GitHub](https://img.shields.io/github/stars/aimclub/OCEANAI?style=flat)](https://github.com/aimclub/OCEANAI) [![App](https://img.shields.io/badge/🤗-DEMO--OCEANAI-FFD21F.svg)](https://huggingface.co/spaces/ElenaRyumina/OCEANAI)
- ``CVPRW 2024`` [Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion](https://openaccess.thecvf.com/content/CVPR2024W/ABAW/html/Ryumina_Zero-Shot_Audio-Visual_Compound_Expression_Recognition_Method_based_on_Emotion_Probability_CVPRW_2024_paper.html), Elena Ryumina, Maxim Markitantov, **Dmitry Ryumin**, Heysem Kaya, and Alexey Karpov [![GitHub](https://img.shields.io/github/stars/ElenaRyumina/AVCER?style=flat)](https://github.com/ElenaRyumina/AVCER) [![App](https://img.shields.io/badge/🤗-DEMO--AVCER-FFD21F.svg)](https://huggingface.co/spaces/ElenaRyumina/AVCER)
- ``ICASSP 2024`` [Audio-Visual Speech Recognition In-the-Wild: Multi-Angle Vehicle Cabin Corpus and Attention-based Method](https://ieeexplore.ieee.org/document/10448048), Alexandr Axyonov, **Dmitry Ryumin**, Denis Ivanko, Alexey Kashevnik, and Alexey Karpov
- ``INTERSPEECH 2023`` [Multimodal Personality Traits Assessment (MuPTA) Corpus: the Impact of Spontaneous and Read Speech](https://www.isca-speech.org/archive/interspeech_2023/ryumina23_interspeech.html), Elena Ryumina, **Dmitry Ryumin**, Maxim Markitantov, Heysem Kaya, and Alexey Karpov
- ``INTERSPEECH 2022`` [DAVIS: Driver's Audio-Visual Speech Recognition](https://www.isca-speech.org/archive/interspeech_2022/ivanko22_interspeech.html), 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](https://www.isca-speech.org/archive/interspeech_2022/markitantov22_interspeech.html), Maxim Markitantov, Elena Ryumina, **Dmitry Ryumin**, and Alexey Karpov
- ``ICMI 2022`` [MIDriveSafely: Multimodal Interaction for Drive Safely](https://dl.acm.org/doi/abs/10.1145/3536221.3557037), 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](https://ieeexplore.ieee.org/document/9909819), Denis Ivanko, **Dmitry Ryumin**, Alexey Kashevnik, Alexandr Axyonov, and Alexey Karnov
- ``LREC 2022`` [RUSAVIC Corpus: Russian Audio-Visual Speech in Cars](https://aclanthology.org/2022.lrec-1.166/), Denis Ivanko, Alexandr Axyonov, **Dmitry Ryumin**, Alexey Kashevnik, and Alexey Karpov
- ``LREC 2020`` [TheRuSLan: Database of Russian Sign language](https://aclanthology.org/2020.lrec-1.746/), Ildar Kagirov, Denis Ivanko, **Dmitry Ryumin**, Alexander Axyonov, and Alexey Karpov

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### Collections of the Best AI Conferences

> [!important]
> Conference table will be up to date all the time.

Conference
Year

2023
2024
2025

Computer Vision (CV)

CVPR

ICCV

ECCV

WACV
:heavy_minus_sign:

FG
:heavy_minus_sign:

Speech/Signal Processing (SP/SigProc)

ICASSP

INTERSPEECH

ISMIR

:heavy_minus_sign:
:heavy_minus_sign:

Natural Language Processing (NLP)

EMNLP

Machine Learning (ML)

AAAI
:heavy_minus_sign:

ICLR
:heavy_minus_sign:

ICML
:heavy_minus_sign:

NeurIPS
:heavy_minus_sign:

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###

| Topic/Domain | Stars |
|--------------|-------|
| Speech Enhancement | [![Stars](https://img.shields.io/github/stars/DmitryRyumin/Awesome-Speech-Enhancement?style=flat)](https://github.com/DmitryRyumin/Awesome-Speech-Enhancement) |

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### Contributed Repositories

| Repository | Stars |
|------------|-------|
| ai-deadlines | [![Stars](https://img.shields.io/github/stars/paperswithcode/ai-deadlines?style=flat)](https://github.com/paperswithcode/ai-deadlines) |
| SpeechTasks | [![Stars](https://img.shields.io/github/stars/WangHelin1997/SpeechTasks?style=flat)](https://github.com/WangHelin1997/SpeechTasks) |

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### Contributed Spaces (Hugging Face)

| Space |
|-------|
| [![Facial_Expression_Recognition](https://img.shields.io/badge/🤗-Facial_Expression_Recognition-FFD21F.svg)](https://huggingface.co/spaces/ElenaRyumina/Facial_Expression_Recognition) |
| [![OCEANAI](https://img.shields.io/badge/🤗-OCEANAI-FFD21F.svg)](https://huggingface.co/spaces/ElenaRyumina/OCEANAI) |

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### Community Services