| Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges. M Markitantov, D Dresvyanskiy, D Mamontov, H Kaya, W Minker, ... INTERSPEECH, 2072-2076, 2020 | 42 | 2020 |
| Predicting depression and emotions in the cross-roads of cultures, para-linguistics, and non-linguistics H Kaya, D Fedotov, D Dresvyanskiy, M Doyran, D Mamontov, ... Proceedings of the 9th International on Audio/Visual Emotion Challenge and …, 2019 | 40 | 2019 |
| End-to-end modeling and transfer learning for audiovisual emotion recognition in-the-wild D Dresvyanskiy, E Ryumina, H Kaya, M Markitantov, A Karpov, W Minker Multimodal Technologies and Interaction 6 (2), 11, 2022 | 26 | 2022 |
| Automatic recognition of speaker age and gender based on deep neural networks M Markitantov, O Verkholyak Speech and Computer: 21st International Conference, SPECOM 2019, Istanbul …, 2019 | 26 | 2019 |
| An audio-video deep and transfer learning framework for multimodal emotion recognition in the wild D Dresvyanskiy, E Ryumina, H Kaya, M Markitantov, A Karpov, W Minker arXiv preprint arXiv:2010.03692, 2020 | 23 | 2020 |
| Transfer learning in speaker’s age and gender recognition M Markitantov Speech and Computer: 22nd International Conference, SPECOM 2020, St …, 2020 | 16 | 2020 |
| Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework. A Velichko, M Markitantov, H Kaya, A Karpov INTERSPEECH 2022, 4735-4739, 2022 | 12 | 2022 |
| Biometric Russian Audio-Visual Extended MASKS (BRAVE-MASKS) Corpus: Multimodal Mask Type Recognition Task. M Markitantov, E Ryumina, D Ryumin, A Karpov INTERSPEECH, 1756-1760, 2022 | 10 | 2022 |
| Analytical review of audiovisual systems for determining personal protective equipment on a person's face AA Dvoynikova, MV Markitantov, EV Ryumina, DA Ryumin, AA Karpov Informatics and Automation 20 (5), 1116-1152, 2021 | 9 | 2021 |
| Audio-visual compound expression recognition method based on late modality fusion and rule-based decision E Ryumina, M Markitantov, D Ryumin, H Kaya, A Karpov arXiv preprint arXiv:2403.12687, 2024 | 7 | 2024 |
| Combining clustering and functionals based acoustic feature representations for classification of baby sounds H Kaya, O Verkholyak, M Markitantov, A Karpov Companion publication of the 2020 international conference on multimodal …, 2020 | 5 | 2020 |
| SUN Team's Contribution to ABAW 2024 Competition: Audio-visual Valence-Arousal Estimation and Expression Recognition D Dresvyanskiy, M Markitantov, J Yu, P Li, H Kaya, A Karpov arXiv preprint arXiv:2403.12609, 2024 | 4 | 2024 |
| OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment E Ryumina, M Markitantov, D Ryumin, A Karpov Expert Systems with Applications 239, 122441, 2024 | 3 | 2024 |
| Multimodal personality traits assessment (MuPTA) corpus: the impact of spontaneous and read speech E Ryumina, D Ryumin, M Markitantov, H Kaya, A Karpov Proceedings of ISCA International Conference INTERSPEECH, 4049-4053, 2023 | 3 | 2023 |
| Multi-corpus learning for audio–visual emotions and sentiment recognition E Ryumina, M Markitantov, A Karpov Mathematics 11 (16), 3519, 2023 | 3 | 2023 |
| Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion E Ryumina, M Markitantov, D Ryumin, H Kaya, A Karpov Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 2 | 2024 |
| A method for generating training data for a protective face mask detection system EV Ryumina, DA Ryumin, MV Markitantov, AA Karpov Computer Optics 46 (4), 603-611, 2022 | 2 | 2022 |
| Analysis of infoware and software for human affective states recognition AA Dvoynikova, MV Markitantov, EV Ryumina, MY Uzdyaev, AN Velichko, ... Informatics and Automation 21 (6), 1097-1144, 2022 | 2 | 2022 |
| Method for Generating Synthetic Images of Masked Human Faces MA Letenkov, RN Iakovlev, MV Markitantov, DA Ryumin, AI Saveliev, ... Scientific Visualization 14 (2), 1-17, 2022 | 2 | 2022 |
| Multi-modal Arousal and Valence Estimation under Noisy Conditions D Dresvyanskiy, M Markitantov, J Yu, H Kaya, A Karpov Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 1 | 2024 |
Alexey Karpov (Алексей Карпов)St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (СПИИРАН)Verified email at iias.spb.su