Publications
2022
Ryumina E., Dresvyanskiy D., Karpov A. In Search of a Robust Facial Expressions Recognition Model: A Large-Scale Visual Cross-Corpus Study // Neurocomputing. Elsevier. 2022. Vol. 514. pp. 435-450.
Dresvyanskiy D., Ryumina E., Kaya H., Markitantov M., Karpov A., Minker W. End-to-End Modeling and Transfer Learning for Audiovisual Emotion Recognition in-the-Wild // Multimodal Technologies and Interaction. 2022. Vol. 6. ID 11.
Siegert I., Hillmann S., Weiss B., Szczuka J. M., Karpov A. Editorial: Towards Omnipresent and Smart Speech Assistants // Frontiers in Computer Science. 2022. Vol. 4. pp. 1-3.
Velichko A., Markitantov M., Kaya H., Karpov A. Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework // Proceedings of International Conference INTERSPEECH-2022. 2022. pp. 4735-4739.
Dresvyanskiy D., Sinha Y., Busch M.s, Siegert I., Karpov A., Minker W. DyCoDa: A Multi-modal Data Collection of Multi-user Remote Survival Game Recordings // Lecture Notes in Computer Science, SPECOM-2022. India. 2022. Vol. 13721. pp. 163-177.
Mamontov D., Minker W., Karpov A. Self-Configuring Genetic Programming Feature Generation in Affect Recognition Tasks // Lecture Notes in Computer Science, SPECOM-2022, India. 2022. Vol. 13721. pp. 464-476.
Krebbers D., Kaya H., Karpov A. Multi-level Fusion of Fisher Vector Encoded BERT and Wav2vec 2.0 Embeddings for Native Language Identification // Lecture Notes in Computer Science, SPECOM-2022, India. 2022. Vol. 13721. pp. 391-403.
Prasanna Mahadeva S.R., Karpov A., Samudravijaya K., Agrawal Shyam S. SPECOM 2022 Preface // Lecture Notes in Computer Science, SPECOM-2022, India. 2022. Vol. 13721. pp. v-vi
Ryumina E., Ryumin D., Markitantov M., Karpov A. A method for generating training data for a protective face mask detection system // Computer Optics. 2022. Vol. 46(4). pp. 603-611.
Axyonov A., Ryumin D., Kashevnik A., Ivanko D., Karpov A. Method for visual analysis of driver's face for automatic lip-reading in the wild // Computer Optics. 2022. Vol. 46(6). pp. 955-962.
Letenkov M.A., Iakovlev R.N., Markitantov M.V., Ryumin D.A., Saveliev A.I., Karpov A.A. Method for Generating Synthetic Images of Masked Human Faces // Scientific Visualization. 2022. No. 14(2). pp. 1-17.
Kipyatkova I., Kagirov I. Analytical Review of Methods for Solving Data Scarcity Issues Regarding Elaboration of Automatic Speech Recognition Systems for Low-Resource Languages // Informatics and Automation. 2022. No. 4 (21). pp. 678-709.
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Dvoynikova A., Markitantov M., Ryumina E., Uzdiaev M., Velichko A., Ryumin D., Lyakso E., Karpov A. Analysis of infoware and software for human affective states recognition // Informatics and Automation. 2022. No. 6 (21). pp. 1097-1144.
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Kosulin K., Karpov A. Methods for audiovisual recognition of people in masks // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2022. Vol. 22. No. 3. pp. 415-432.
Kukharev G., Ryumina E., Shulgin N. Method for generating masks on face images and systems for their recognition // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2022. Vol. 22. No. 3. pp. 547-558.