Speech and Multimodal Interfaces Laboratory

Kipyatkova Irina Sergeevna

Kipyatkova Irina Sergeevna
Position
Senior researcher
Qualification
PhD

Publications

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).
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.