Karpov Alexey Anatolyevich
Position
Head of Laboratory
Qualification
Doctor of Technical Sciences
Academic title
Professor
Socials
Publications
2016
Gruber I., Hlaváč M., Hrúz M., Železný M., Karpov A. An Analysis of Visual Faces Datasets. In Proc. 1st International Conference on Interactive Collaborative Robotics ICR-2016, Budapest, Hungary, Springer LNCS, Vol. 9812, 2016, pp. 18-26.
Kipyatkova I., Karpov A. Variants of Deep Artificial Neural Networks for Speech Recognition Systems // SPIIRAS Proceedings, Vol. 49, No 6, 2016, pp. 80-103. (VAK; RSCI impact factor – 0,359).
Ivanko D., Karpov A. An Analysis of Perspectives for Using High-Speed Cameras in Processing Dynamic Video Information // SPIIRAS Proceedings, Vol. 44, No 1, 2016, pp. 98-113. (VAK; RSCI impact factor – 0,359).
Kipyatkova I., Karpov A. Language Models with RNNs for Rescoring Hypotheses of Russian ASR. In Proc. 13th International Symposium on Neural Networks ISNN-2016, St. Petersburg, Russia, Springer LNCS, Vol. 9719, 2016, pp. 418-425. (Scopus SJR – 0,252).
Kaya H., Karpov A., Salah A. Robust Acoustic Emotion Recognition based on Cascaded Normalization and Extreme Learning Machines. In Proc. 13th International Symposium on Neural Networks ISNN-2016, St. Petersburg, Russia, Springer LNCS, Vol. 9719, 2016, pp. 115-123.
Karpov A., Ronzhin Al., Kipyatkova I., Ronzhin A., Verkhodanova V., Saveliev A., Zelezny M. Bimodal Speech Recognition Fusing Audio-Visual Modalities. In Proc. 18th International Conference on Human-Computer Interaction HCII-2016, Toronto, Canada, Springer LNCS, Vol. 9732, 2016, pp. 170-179.
Kipyatkova I., Karpov A. DNN-Based Acoustic Modeling for Russian Speech Recognition Using Kaldi. In Proc. SPECOM-2016, Budapest, Hungary, Springer LNCS, Vol. 9811, 2016, pp. 246-253.