Karpov Alexey Anatolyevich
Position
Head of Laboratory
Qualification
Doctor of Technical Sciences
Academic title
Associate Professor
Socials
Publications
2017
Petrovsky A., Wan W., Rosa-Zurera M., Karpov A. Signal Processing Platforms and Algorithms for Real-life Communications and Listening to Digital Audio // Journal of Electrical and Computer Engineering, Hindawi, Volume 2017, 2017, Article ID 2913236. (WoS, Scopus SJR=0,168, Q3).
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Kaya H., Karpov A. Introducing Weighted Kernel Classifiers for Handling Imbalanced Paralinguistic Corpora: Snoring, Addressee and Cold. In Proc. INTERSPEECH-2017, Stockholm, Sweden, ISCA, 2017, pp. 3527-3531.
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Akhtiamov O., Sidorov M., Karpov A., Minker W. Speech and Text Analysis for Multimodal Addressee Detection in Human-Human-Computer Interaction. In Proc. INTERSPEECH-2017, Stockholm, Sweden, ISCA, 2017, pp. 2521-2525.
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Ryumin D., Karpov A. Towards Automatic Recognition of Sign Language Gestures using Kinect 2.0. In Proc. 19th International Conference on Human-Computer Interaction HCII-2017, Vancouver, Canada, Springer LNCS vol. 10278, 2017, pp. 89-104.
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Kipyatkova I., Karpov A. A Study of Neural Network Russian Language Models for Automatic Continuous Speech Recognition Systems // Automation and Remote Control, Springer, Vol. 78, No. 5, 2017, pp. 858-867. (WoS JCR=0,492, Scopus SJR=0,34, Q2).
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Kaya H., Salah A., Karpov A., Frolova O., Grigorev A., Lyakso E. Emotion, Age, and Gender Classification in Children's Speech by Humans and Machines // Computer Speech and Language, Elsevier, 2017, Vol. 46, pp. 268-283. (WoS JCR=1,900, Scopus SJR=0,168, Q1).
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2016
Karpov A. Multimodal recognition of Russian speech using audio and video information. Scientific works of the participants of the competition "Young scientists of the University ITMO”, St. Petersburg, 2016, pp. 132-138.