Speech and Multimodal Interfaces Laboratory

Kipyatkova Irina Sergeevna

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

Publications

2022

Kipyatkova I., Kagirov I. Analytical Review of Methods for Solving Data Scarcity Issues Regarding Elaboration of Automatic Speech Recognition Systems for Low-Resource Languages // Informatics and Automation. 2022. No. 4 (21). pp. 678-709.
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Dvoynikova A., Markitantov M., Ryumina E., Uzdiaev M., Velichko A., Kagirov I., Kipyatkova I., Lyakso E., Karpov A. An analysis of automatic techniques for recognizing human's affective states by speech and multimodal data // Proceedings of 24th International Congress on Acoustics ICA-2022. Korea. 2022. pp. 22-33.
Kipyatkova I. Investigation of Transfer Learning for End-to-End Russian Speech Recognition // Lecture Notes in Computer Science, SPECOM-2022, India. 2022. Vol. 13721. pp. 349-357.

2021

Kipyatkova I., Karpov A., Kuleshov S., Zaytseva A. Methods and Models for automatic speech recognition. Educational Manual - Spb: SPC RAS. 2021. P. 116.
Kuleshov S., Zaytseva A., Aksenov A., Karpov A., Kipyatkova I., Vatamaniuk I. 3D technologies in state-of-the-art information systems: theory and practice. Educational-Methodical Manual - Spb: SPC RAS. 2021. P. 83.
Kagirov I., Kapustin A., Kipyatkova I., Klyuzhev K., Kudryavcev A., Kudryavcev I., Loskutov Y., Ryumin D., Karpov A. Medical exoskeleton “Remotion” with an intelligent control system: Modeling, implementation, and testing // Simulation Modelling Practice and Theory. Elsevier. 2021. Vol. 107. ID 102200.
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Kipyatkova I. End-to-End Russian Speech Recognition Models with Multi-head Attention // In Proc. SPECOM 2021. Lecture Notes in Computer Science, Springer. Vol. 12997. 2021. pp. 327-335.
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