Speech and Multimodal Interfaces Laboratory

Markovnikov Nikita Mikhailovich

Markovnikov Nikita Mikhailovich
Position
Programmer
Qualification
Master's student

Publications

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.
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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Markovnikov N.M., Kipyatkova I.S. The study of methods for constructing integrated recognition systems for Russian speech without extracting features. Proceedings of the 8th interdisciplinary seminar “Analysis of spoken Russian speech” AR3-2019, St. Petersburg, St. Petersburg State University, 2019, pp. 71-77.

2018

N. Markovnikov, I. Kipyatkova. Inquiry of methods for end-to-end Russian speech recognition systems construction // Proc. of Conf. “Information Technologies in Control” (ITU-2018) (as a part of the 11th Multi-conference on Control Problems MKPU-2018), 2-4 October 2018 St. Petersburg. Pp. 518-525.
Markovnikov N., Kipyatkova I., Lyakso E. End-to-End Speech Recognition in Russian. In Proc. 20th International Conference on Speech and Computer SPECOM-2018, Leipzig, Germany, Springer, LNAI vol. 11096, 2018, pp. 377-386.
Markovnikov N.M., Kipyatkova I.S. An Analytic Survey of End-to-End Speech Recognition Systems // SPIIRAS Proceedings. 2018. Issue 3(58). pp. 77-110.
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2017

Markovnikov N., Kipyatkova I., Karpov A., Filchenkov A. Deep neural networks in Russian language recognition. In Proc. 6th International Conference on Artificial Intelligence and Natural Language AINL-2017, St. Petersburg, Springer, Communications in Computer and Information Science, vol. 789, pp. 54-67.
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