Nonintrusive Quality Assessment of Noise Suppressed Speech With Mel-Filtered Energies and Support Vector Regression
Citations
153 citations
Cites methods from "Nonintrusive Quality Assessment of ..."
...M. Narwaria, W. Lin, I. Mcloughlin, S. Emmanue, and L. T. Chia....
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...W. Lin and C.-C. Jay Kuo....
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...W. Lin....
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...Z. Lu, W. Lin, X. Yang, E. Ong, and S. Yao....
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...Second, there is the issue of integration and adaptation where multiple media objects should be used jointly and separately to improve application performance, and distributed multimedia applications should provide transparent delivery of dynamic content in such a way that Authors addresses: G. Ghinea (corresponding author), Department of Computer Science, Kingston Lane, Uxbridge, UB8 3PH, U.K.; email: george.ghinea@brunel.ac.uk; C. Timmerer, Universit ¨ atsstrasse 65-67 A-9020 Klagenfurt Austria; email: christian.timmerer@itec.uni-klu.ac.at; W. Lin, School of Computer Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798; email: wslin@ntu.edu.sg; S. R. Gulliver, Henley Business School, Whiteknights, Reading, RG6 6UR, U.K.; email: s.r.gulliver@henley.reading.ac.uk....
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Cites background from "Nonintrusive Quality Assessment of ..."
...In the literature it has been shown that first order and second order spectral statistics can be used to predict speech quality or quality assessment [47], [48]....
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45 citations
Cites methods from "Nonintrusive Quality Assessment of ..."
...In [12], authors posed quality estimation as a regression problem and used average Mel Frequency Cepstral Coefficients (MFCCs) to find mapping to subjective scores using support vector regression (SVR)....
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...In this paper, the problem of speech quality assessment is posed as a regression problem, same as previously done in [12] and [13]....
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References
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Additional excerpts
...The last section presents the concluding remarks....
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