DocumentCode
118007
Title
Empirical mode decomposition based reconstruction of speech signal in noisy environment
Author
Goswami, Nilanjan ; Sarma, M. ; Sarma, Kandarpa Kumar
Author_Institution
Dept. of Electron. & Commun. Eng., Gauhati Univ., Guwahati, India
fYear
2014
fDate
20-21 Feb. 2014
Firstpage
760
Lastpage
765
Abstract
A novel technique for speech signal reconstruction using Empirical Mode Decomposition (EMD) of speech signal in noisy condition is described in this paper. EMD is applied for finding the glottal source signal of speech signals. After getting the source information, vocal tract filter response is determined and the original speech signal is reconstructed with the help of EMD with and without prior knowledge of vocal tract filter responses. The experimental result derived establishes the effectiveness of the proposed method.
Keywords
signal reconstruction; speech processing; EMD; empirical mode decomposition based reconstruction; glottal source signal; noisy environment; source information; speech signal reconstruction; vocal tract filter response; Information filters; Noise; Noise measurement; Speech; Speech processing; Empirical Mode Decomposition (EMD); Fourier Transform (FT); Intrinsic Mode Function (IMF); Savitzky-Golay (SG); Speech;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Integrated Networks (SPIN), 2014 International Conference on
Conference_Location
Noida
Print_ISBN
978-1-4799-2865-1
Type
conf
DOI
10.1109/SPIN.2014.6777056
Filename
6777056
Link To Document