Speech and Multimodal Interfaces Laboratory

Karpov Alexey Anatolyevich

Karpov Alexey Anatolyevich
Position
Head of Laboratory
Qualification
Doctor of Technical Sciences
Academic title
Professor

Publications

2024

Dresvyanskiy D., Markitantov M., Yu J., Kaya H., Karpov A. Multi-modal Arousal and Valence Estimation under Noisy Conditions // IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2024. pp. 4773-4783.
Ryumina E., Markitantov M., Ryumin D., Kaya H., Karpov A. Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion // IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). 2024. pp. 4752-4760.
Dresvyanskiy D., Karpov A., Minker W. A Cross-Multi-modal Fusion Approach for Enhanced Engagement Recognition // Lecture Notes in Computer Science, SPECOM-2024. 2024. vol. 15300. pp. 3-17.
Mamontov D., Zepf S., Karpov A., Minker W. Cross-Cultural Automatic Depression Detection Based on Audio Signals // Lecture Notes in Computer Science, SPECOM-2024. 2024. vol. 15299. pp. 309-323.
Karpov A., Delić V. SPECOM 2024 Preface // Proc. 26th International Conference on Speech and Computer (SPECOM). 2024. vol. 15299 / 15300. pp. v-vi.
Ryumin D., Axyonov A., Ryumina E., Ivanko D., Kashevnik A., Karpov A. Audio–visual speech recognition based on regulated transformer and spatio–temporal fusion strategy for driver assistive systems // Expert Systems with Applications. 2024. vol. 252. ID 124159.
Ryumina E., Markitantov M., Ryumin D., Karpov A. OCEAN-AI framework with EmoFormer cross-hemiface attention approach for personality traits assessment // Expert Systems with Applications. 2024. vol. 239. ID 122441.