Speech and Multimodal Interfaces Laboratory

Karpov Alexey Anatolyevich

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

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.