Hello, I conducted an experiment in MATLAB related to noise suppression. I have a noisy speech segment X=S+N where S is clean speech and N is noise. I did LPC analysis of a frame of X and obtained an estimate of a noisy excitation (residual) signal u_noisy. I also did LPC analysis of a frame of S and obtained an estimate of a clean excitation signal u_clean. I then filtered u_noisy with the LPC-coefficients from the LPC-analysis of the clean speech frame. I also filtered u_clean with the LPC-coefficients from the LPC-analysis of the noisy speech frame. Result: The experiment showed that having clean LPC coefficients doesn't really make a big difference. What makes a big difference is if you have a clean residual signal. So I am wondering if my results are correct? Or did I oversee something?
Question about LPC analysis and noise suppression in speech
Started by ●April 29, 2006