Karpov Alexey Anatolyevich
Position
Head of Laboratory
Qualification
Doctor of Technical Sciences
Academic title
Professor
Socials
Publications
2019
Verkholyak O., Fedotov D., Kaya H., Zhang Y., Karpov A. Hierarchical Two-Level Modelling of Emotional States in Spoken Dialog Systems. In Proc. 44th IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP-2019, Brighton, UK, 2019, pp. 6700-6704.
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Akhtiamov O., Siegert I., Karpov A., Minker W. Cross-Corpus Data Augmentation for Acoustic Addressee Detection. In Proc. 20th ACL International Conference on Discourse and Dialogue SIGDial-2019, Stockholm, Sweden, 2019, pp. 274-283.
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Ryumin D., Ivanko D., Kagirov I., Axyonov A., Karpov A., Zelezny M. Human-Robot Interaction with Smart Shopping Trolley using Sign Language: Data Collection. In Proc. 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019, Kyoto, Japan, 2019, pp. 949-954.
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Kaya H., Fedotov D., Dresvyanskiy D., Doyran M., Mamontov D., Markitantov M., Akdag Salah A., Kavcar E., Karpov A., Salah A.A. Predicting depression and emotions in the cross-roads of cultures, para-linguistics, and non-linguistics. In Proc. 9th ACM International Audio/Visual Emotion Challenge and Workshop AVEC’19, Nice, France, 2019, ACM, New York, NY, USA, 9 pages.
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Fedotov D.V., Verkholyak O.V., Karpov A.A. Contextual continuous recognition of emotions in Russian speech using recurrent neural networks. Proceedings of the 8th Interdisciplinary Seminar “Analysis of Conversational Russian Speech” AR3-2019, St. Petersburg, St. Petersburg State University, 2019, pp. 96-99.
Ivanko D.V., Ryumin D.A., Karpov A.A., Zhelezny M. Investigation of the influence of high-speed video data on the recognition accuracy of audiovisual speech // Information-Control Systems (Informatsionno-Upravliaiushchie Sistemy) [Information and Control Systems], No. 2, 2019, pp. 26-34.
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Verkholyak O.V., Kaya H., Karpov A.A. Modeling short-term and long-term dependencies of the speech signal for paralinguistic emotion classification // SPIIRAS Proceedings, Issue 62, № 1, 2019, pp. 30-56.
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