M. Unoki et M. Akagi, A METHOD FOR SIGNAL EXTRACTION FROM NOISE-ADDED SIGNALS, Electronics and communications in Japan. Part 3, Fundamental electronic science, 80(11), 1997, pp. 1-11
This paper proposes a new method for signal extraction from noise-adde
d signals, addressing the problem of segregating two acoustic sources
as a model for acoustic source segregation. This method models some co
nstraints of auditory scene analysis (ASA) and makes it possible to se
gregate two acoustic sources using the amplitude envelope and the phas
e deviation (input and output phase) obtained from the output of a wav
elet filterbank. Using these three physical clues, the amplitude envel
ope and the output phase are determined; then, the input phase is dete
rmined by using the physical constraints translated from heuristic reg
ularities, changes in an acoustic event and gradualness of change, as
proposed by Bregman. As an example of segregation using the proposed m
ethod, we seek to provide a solution for the problem of segregating tw
o acoustic sources in which a sinusoidal signal is added to a bandpass
ed noise. In particular, if the parameters of the proposed model are s
et to human auditory properties, it can serve as a computational model
for co-modulation masking release, which makes extraction of sinusoid
al signals when such signals are added to AM bandpassed noise simpler
while making the extraction of sinusoidal signals difficult when such
signals are added to bandpassed random noise. (C) 1997 Scripta Technic
a, Inc.