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
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;
Conference_Titel :
Signal Processing and Integrated Networks (SPIN), 2014 International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-2865-1
DOI :
10.1109/SPIN.2014.6777056