Speech and Multimodal Interfaces Laboratory

Kipyatkova Irina Sergeevna

Kipyatkova Irina Sergeevna
Position
Senior researcher
Qualification
PhD
Academic title
Associate Professor

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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