Kipyatkova Irina Sergeevna
Position
Senior researcher
Qualification
PhD
Academic title
Associate Professor
Socials
Publications
2020
Kipyatkova I., Markovnikov N. Experimenting with Attention Mechanisms in Joint CTC-Attention Models for Russian Speech Recognition // Lecture Notes in Computer Science, Springer LNAI 12335, SPECOM 2020. 2020. pp. 214–222.
Kipyatkova I., Karpov А. A comparative study of neural network architectures for end-to-end speech recognition system // Journal of Instrument Engineering. 2020, Vol. 63, No. 11, pp. 1027-1033.
Kipyatkova I., Markovnikov N. A Study of Methods for Improving End-to-End Speech Recognition System at Lack of Training Data // Proceedings of III All-Russian Acoustic Conference, St. Petersburg, 2020, pp. 361-367.
Ivanko D., Ryumin D., Kipyatkova I., Axyonov A., Karpov A. Lip-reading Using Pixel-based and Geometry-based Features for Multimodal Human-Robot Interfaces // Smart Innovation, Systems and Technologies, Springer, vol. 154, Zavalishin’s Readings 2019, 2020, pp. 477-486.
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2019
Markovnikov N., Kipyatkova I. Investigating Joint CTC-Attention Models for End-to-End Russian Speech Recognition // Lecture Notes in Computer Science, Springer LNAI 11658, SPECOM 2019, 2019, pp. 337-347.
Kipyatkova I. LSTM-Based Language Models for Very Large Vocabulary Continuous Russian Speech Recognition System // Lecture Notes in Computer Science, Springer LNAI 11658, SPECOM 2019, 2019, pp. 219-226.
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Markovnikov N.M., Kipyatkova I.S. The study of methods for constructing coder-decoder models for recognizing Russian speech // Information Management Systems (Informatsionno-Upravliaiushchie Sistemy), No. 4, 2019, pp. 45–53.
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