New Speech Enhancement based on Discrete Orthonormal Stockwell Transform
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2016, Vol 7, Issue 10
Abstract
S-transform is an effective time-frequency representation which gives simultaneous frequency and time distribution information alike the wavelet transforms (WT). However, the ST redundantly doubles the dimension of the original data set and the Discrete Orthonormal S-Transform (DOST) can decrease the redundancy of S-transform farther. So, this paper aims to propose a new method to remove additive background noise from noisy speech signal using DOST which supplies a multi-resolution analysis (MRA) spatial-frequency representation of image processing and signal analysis. Hence, the performances of the applied speech enhancement technique have been evaluated objectively and subjectively in comparison with respect to many other methods in four background noises at different SNR levels.
Authors and Affiliations
Safa SAOUD, Souha BOUSSELMI, Mohamed NASER, Adnane CHERIF
Keywords
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- EP ID EP91024
- DOI 10.14569/IJACSA.2016.071026
- Views 90
- Downloads 0
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