Kipyatkova Irina Sergeevna
Position
Senior researcher
Qualification
PhD
Academic title
Associate Professor
Socials
Publications
2017
Kipyatkova I. Experimenting with Hybrid TDNN/HMM Acoustic Models for Russian Speech Recognition. In Proc. 19th International Conference on Speech and Computer SPECOM-2017, Hatfield, UK, Springer LNCS 10458, 2017, pp. 362-369.
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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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2016
Kipyatkova I. Automatic recognition of continuous Russian speech using acoustic models based on deep neural networks. In Proc. 9th Conference "Information Technologies in Control" ITC-2016, St. Petersburg, 2016, pp. 807-814.23.
Ivanko D., Kipyatkova I., Ronzhin A., Karpov A. Analysis of Multimodal Fusion Techniques for Audio-Visual Speech Recognition // Scientific and Technical Journal of Information Technologies, Mechanics and Optics, Vol. 16, No 3, 2016, pp. 387-401. (VAK; RSCI impact factor – 0,285).
Basov O., Kipyatkova I., Saveliev A., Saitov I. Polymodal Information Encoding Models // Information and Control Systems, No 2(81), 2016, pp. 68-73. (VAK; RSCI impact factor – 0,502).
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).
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).