Alexey Karpov

Russian Academy of Sciences — Russia

Computer Science · Physical Sciences

24h-index2.6kcitations223works3.42yr avg
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Research Topics

Speech Recognition and Synthesis(59), Speech and Audio Processing(51), Emotion and Mood Recognition(36), Music and Audio Processing(34), Natural Language Processing Techniques(26)

Publications222 total

Multi-lingual approach for multi-modal emotion and sentiment recognition based on triple fusion
Information Fusion·2026
Analytical Review of Speech and Multimodal Methods for Cognitive Impairments Recognition in People
Informatics and Automation·2025Open Access
Zero-Shot Multimodal Compound Expression Recognition Approach Using Off-the-Shelf Large Visual-Language Models
2025
A Multilingual Telegram Chatbot for Mental Health Data Collection
2025· 1 cited
Multi-Modal Multi-Task Affective States Recognition Based on Label Encoder Fusion
2025
Audio-visual occlusion-robust gender recognition and age estimation approach based on multi-task cross-modal attention
Expert Systems with Applications·2025
Generative Adversarial Framework with Composite Discriminator for Organization and Process Modelling—Smart City Cases
Smart Cities·2025· 1 citedOpen Access
Multi-corpus emotion recognition method based on cross-modal gated attention fusion
Pattern Recognition Letters·2025· 13 cited
Chair of General Topology and Geometry
Moscow University Mathematics Bulletin·2025· 1 cited
A Cross-Multi-modal Fusion Approach for Enhanced Engagement Recognition
Lecture notes in computer science·2024
Cross-Cultural Automatic Depression Detection Based on Audio Signals
Lecture notes in computer science·2024
OpenAV: Bilingual Dataset for Audio-Visual Voice Control of a Computer for Hand Disabled People
Lecture notes in computer science·2024
Creation and analysis of multimodal corpus for aggressive behavior recognition
Scientific and technical journal of information technologies mechanics and optics·2024· 2 citedOpen Access
Gated Siamese Fusion Network based on multimodal deep and hand-crafted features for personality traits assessment
Pattern Recognition Letters·2024· 4 cited
A Method for Recognition of Sentiment and Emotions in Russian Speech Transcripts Using Machine Translation
Informatics and Automation·2024· 1 citedOpen Access
Multi-modal Arousal and Valence Estimation under Noisy Conditions
2024· 3 cited
Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion
2024· 12 cited
Audio–visual speech recognition based on regulated transformer and spatio–temporal fusion strategy for driver assistive systems
Expert Systems with Applications·2024· 31 cited
SUN Team's Contribution to ABAW 2024 Competition: Audio-visual Valence-Arousal Estimation and Expression Recognition
arXiv (Cornell University)·2024· 1 citedOpen Access
Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision
arXiv (Cornell University)·2024· 1 citedOpen Access
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Frequent Co-authors

Heysem Kaya(13), Irina Kipyatkova(12), Dmitry Ryumin(11), Andrey Ronzhin(10), Denis Ivanko(8), Elena Ryumina(6), Albert Ali Salah(6), Miloš Železný(6), Denis Dresvyanskiy(5), Wolfgang Minker(5), Dmitrii Fedotov(4), Maxim Markitantov(4), Alexandr Axyonov(4), Оlga Frolova(3), Elena Lyakso(3), Ildar Kagirov(3), Oxana Verkholyak(3), Aleksey Grigorev(2), Danila Mamontov(2), Alexey Kashevnik(2)