Speaker Identification Using Backpropagation Neural Network

Authors

  • Suzan A. Mahmood College of Science, University of Sulaimani, Kurdistan Region, Iraq. Author
  • Loay E. George College of Science, University of Baghdad, Iraq. Author

DOI:

https://doi.org/10.17656/jzs.10181

Keywords:

Leaner prediction coding, Speaker identification, Backpropagation NN

Abstract

In this paper, a neural-based system for speaker identification is investigated. The linear predictive coefficients have been used as a set of descriptors for the speaker data. This set of descriptors is fed to a back propagation neural network for the purpose of speaker identification. Also, it is found that the process of segmenting the audio data into slices has great effect on the identification results, the number and length of slice has major influence on the success of the identification process.

References

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Amarin Deemagarn, Asanee Kawtrakul “ Thai Connected Digit Speech Recognition Using Hidden Markov Models”, International Conference Speech and Computer, 2004, 9(1),209-213.

Choubassi, M. M. El, El Khoury, H. E., Jabra Alagha, C. E.,Skaf, J.A.and Al-Alaoui, M.A. “Arabic Speech Recognition Using Recurrent Neural Networks”, IEEE Intl. Symp. Signal Processing and Information Technology ISSPIT, 2003, 3(1), 336-340.

Campbell,J. P.Jr. , ”Speaker Recognition”,PROCEEDINGS OF THE IEEE,1997, 85(9), 284-366. DOI: https://doi.org/10.1109/5.628714

Farell, K., Mammone,R & Assaleh, K.“Speaker Recognition Using Neural Networks and Conventional Classifiers” IEEE Transactions on Speech and Audio Processing, 1994, 2(1), Part II, 194-205. DOI: https://doi.org/10.1109/89.260362

Chularat Tanprasert, ” Text-dependent Speaker Identification Using Neural Network On Distinctive Thai Tone Marks”, NECTEC Technical Journal, 2000,1(6), 123-129.

Published

2007-09-23

How to Cite

Speaker Identification Using Backpropagation Neural Network. (2007). Journal of Zankoy Sulaimani - Part A, 11(1), 61-66. https://doi.org/10.17656/jzs.10181

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