Karpov Alexey Anatolyevich
Position
Head of Laboratory
Qualification
Doctor of Technical Sciences
Academic title
Professor
Socials
Publications
2023
Ryumina E., Ryumin D., Markitantov M., Kaya H., Karpov A. Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech// In Proc. of the 24th International Conference INTERSPEECH-2023. 2023. pp. 4049–4053.
Karpov A., Samudravijaya K., Deepak K.T., Hegde R.M., Agrawal S.S., Prasanna S.R.M. SPECOM 2023 Preface. Lecture Notes in Computer Science// In Proc. of the 25th International Conference on Speech and Computer SPECOM-2023. LNAI. 2023. vol. 14338/14339.
Ivanko D., Ryumin D., Karpov A. A Review of Recent Advances on Deep Learning Methods for Audio-Visual Speech Recognition // Mathematics. 2023. vol. 11(12). no. 2665.
Ryumina E., Markitantov M., Karpov A. Multi-Corpus Learning for Audio–Visual Emotions and Sentiment Recognition // Mathematics. 2023. vol. 11(16). no. 3519.
Axyonov A.A., Ryumina E.V., Ryumin D.A., Ivanko D.V., Karpov A.A. Neural network-based method for visual recognition of driver’s voice commands using attention mechanism // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2023. vol. 23. no. 4. pp. 767–775.
Velichko A., Karpov A. An approach and software system for integral analysis of destructive paralinguistic phenomena in colloquial speech // Information and Control Systems. 2023. vol. 4. pp. 2-11.
Dvoynikova A., Karpov A. Bimodal Sentiment and Emotion Classification with Multi-Head Attention Fusion of Acoustic and Linguistic Information // Computational Linguistics and Intellectual Technologies: Proceedings of the International Conference «Dialogue 2023». 2023. vol. 22. pp. 51–61.