Karpov Alexey Anatolyevich
Position
Head of Laboratory
Qualification
Doctor of Technical Sciences
Academic title
Professor
Socials
Publications
2018
Hlaváč M., Gruber I., Železný M., Karpov A. LipsID using 3D Convolutional Neural Network. In Proc. 20th International Conference on Speech and Computer SPECOM-2018, Leipzig, Germany, Springer, LNAI vol. 11096, 2018, pp. 209-214.
Vatamaniuk I.V., Budkov V.Y., Kipyatkova I.S., Karpov A.A. Methods and Algorithms of Audio-Video Signal Processing for Analysis of Indoor Human Activity. In: Favorskaya M., Jain L. (eds.) Computer Vision in Control Systems-4. Intelligent Systems Reference Library, vol. 136. Springer, 2018, pp. 139-173.
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Kaya H., Fedotov D., Yesilkanat A., Verkholyak O., Zhang Y., Karpov A. LSTM based Cross-corpus and Cross-task Acoustic Emotion Recognition. In Proc. 19th International Conference INTERSPEECH-2018, Hyderabad, India, ISCA, 2018, pp. 521-525.
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Fedotov D., Kaya H., Karpov A. Context Modeling for Cross-Corpus Dimensional Acoustic Emotion Recognition: Challenges and Mixup. In Proc. 20th International Conference on Speech and Computer SPECOM-2018, Leipzig, Germany, Springer, LNAI vol. 11096, 2018, pp. 155-165.
Karpov A., Mporas I. Speech Communication Integrated with Other Modalities (Editorial) // Journal on Multimodal User Interfaces, Springer, Vol. 12, № 4, 2018, pp. 271-272.
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Ivanko D.V., Fedotov D.V., Karpov A. A. Accuracy increase for automatic visual Russian speech recognition: viseme classes optimization. Scientific and Technical Journal of Information Technologies, Mechanics and Optics, 2018, vol. 18, no. 2, pp. 346–349
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Verkhodanova V.O., Shapranov V.V., Kipyatkova I.S., Karpov A.A. Automatic detection of vocalized hesitations in Russian speech. Voprosy Jazykoznanija, 2018, No. 6, pp. 104–118. (in Russian)
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