Speech and Multimodal Interfaces Laboratory

All employees

Karpov Alexey Anatolyevich

Karpov Alexey Anatolyevich

Position

Head of Laboratory

Qualification

Doctor of Technical Sciences

Academic title

Professor

Contacts

karpov@iias.spb.su +7-(812)-328-04-21 +7-(812)-328-70-81

Socials

eLIBRARY.ru Scopus Google Scholar ResearcherID ORCID

Publications

2025

Dolgushin M.D., Karpov A.A. Analytical Review of Speech and Multimodal Methods for Cognitive Impairments Recognition in People // Informatics and Automation. 2025. Vol. 24, No. 6. pp. 1683–1720.

Velichko A.N., Karpov A.A. A multimodal approach for depression detection using semi-automatic data annotation and deterministic machine learning methods // Scientific and Technical Journal of Information Technologies, Mechanics and Optics. 2025. Vol. 25, No. 6. pp. 1107–1116.

Dolgushin Mikhail, Guseva Daria, Karpov Alexey. Investigation of Explainable Multimodal Methods for Detecting Mental Disorders // Lecture Notes in Computer Science / Proc. 27th International Conference on Speech and Computer SPECOM 2025, Szeged, Hungary. 2026. vol. 16187. pp. 173–187.

Ryumina Elena, Markitantov Maxim, Axyonov Alexandr, Ryumin Dmitry, Dolgushin Mikhail, Karpov Alexey. Zero-Shot Multimodal Compound Expression Recognition Approach using Off-the-Shelf Large Visual-Language Models // Proc. IEEE/CVF International Conference on Computer Vision (ICCV 2025) Workshops, 9th ABAW Workshop, USA, 2025. pp. 71–79.

Dvoynikova A.A., Velichko A.N., Karpov A.A. ENERGI: a multimodal data corpus of interaction of participants in virtual communication // Journal of Instrument Engineering. 2025. Vol. 68, No. 12. pp. 1011–1019.

Smolyaninova A.V., Pavlova T.A., Dorovskikh I.V., Karpov A.A., Dolgushin M.D., Krasnoslobodtseva L.A., Seiku Yu.V., Boldakov D.Yu. Artificial intelligence speech recognition in patients suffering from mild cognitive impairment and dementia // Psychiatry and Psychopharmacotherapy. 2025. No. 4. pp. 50–54.

Dolgushin M.D., Guseva D.D., Karpov A.A. Investigation of Methods for Automated Diagnosis of Cognitive Impairments Based on Video Interview Data // Proceedings of the 11th Interdisciplinary Seminar “Analysis of Conversational Russian Speech” AR3-2025, St. Petersburg. 2025. pp. 25–30.