Harmonic structure features for robust speaker recognition against channel effect
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Cao, C; Xiao, X; Li, M; Liu, J; Yan, Y
Published in: 2nd International Symposium on Information Science and Engineering Isise 2009
May 28, 2010
This paper proposes a novel feature set for robust speaker recognition, which is based on the harmonic structure of speech signals. Channel modulation effects are supposed to be weakened in the harmonic structure features, and furthermore the influence introduced by channel variability could be diminished to a certain degree. Though experiment results show that the raw performance of the harmonic structure features is not better than our baseline system due to some inevitable information lost, significant improvement of average 9.85% relative minCost decrease has been made by a score fusion approach with baseline features. © 2009 IEEE.
Duke Scholars
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2nd International Symposium on Information Science and Engineering Isise 2009
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Publication Date
May 28, 2010
Start / End Page
451 / 454
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Cao, C., Xiao, X., Li, M., Liu, J., & Yan, Y. (2010). Harmonic structure features for robust speaker recognition against channel effect. In 2nd International Symposium on Information Science and Engineering Isise 2009 (pp. 451–454). https://doi.org/10.1109/ISISE.2009.105
Cao, C., X. Xiao, M. Li, J. Liu, and Y. Yan. “Harmonic structure features for robust speaker recognition against channel effect.” In 2nd International Symposium on Information Science and Engineering Isise 2009, 451–54, 2010. https://doi.org/10.1109/ISISE.2009.105.
Cao C, Xiao X, Li M, Liu J, Yan Y. Harmonic structure features for robust speaker recognition against channel effect. In: 2nd International Symposium on Information Science and Engineering Isise 2009. 2010. p. 451–4.
Cao, C., et al. “Harmonic structure features for robust speaker recognition against channel effect.” 2nd International Symposium on Information Science and Engineering Isise 2009, 2010, pp. 451–54. Scopus, doi:10.1109/ISISE.2009.105.
Cao C, Xiao X, Li M, Liu J, Yan Y. Harmonic structure features for robust speaker recognition against channel effect. 2nd International Symposium on Information Science and Engineering Isise 2009. 2010. p. 451–454.
Published In
2nd International Symposium on Information Science and Engineering Isise 2009
DOI
Publication Date
May 28, 2010
Start / End Page
451 / 454