MODIFICATION OF THE SPEECH RECOGNITION ALGORITHM FOR VOICE-USER INTERFACE

Authors

  • Oleksandr Verba National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Ukraine
  • Yurii Vynohradov National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Ukraine
  • Youssef El Ajjad National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Ukraine

Keywords:

voice-user interface, hidden Markovskie models, Field-Programmable Gate Array

Abstract

The paper deals with the speech recognition algorithm for voice user interface which is optimized under realization on FPGA.

References

V. V. Ngoc, J. Whittington, J. Devlin, Real-time Hardware Feature Extraction with Embedded Signal Enhancement for Automatic Speech Recognition // Speech Technologies, Intech, 2011. – Pp. 29-54.

M. Bahoura, H. Ezzaidi, Hardware implementation of MFCC feature extraction for respiratory sounds analysis // 8th Workshop on Systems, Signal Processing and their Applications, 2013. – Pp. 226-229.

Mosleh M., Setayeshi S., Mehdi Lotfinejad M., Mirshekari A., FPGA implementation of a linear systolic array for speech recognition based on HMM // The 2nd International Conference on Computer and Automation Engineering (ICCAE), 2010. Vol. 3, – pp. 75-78.

Rabiner L., Juang B.-H. Fundamentals of speech recognition – Prentice Hall. – 1993, 507 p.

Бондаренко Л. В., Вербицкая Л. А., Гордина М. В., Основы общей фонетики. – М.: Академия, 2004. – 160 с.

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Published

2023-06-08

Issue

2020

Section

Security, Fault Tolerance