function [outsig,mfc] = modfilterbank(insig,fs,fc,varargin)
%MODFILTERBANK Modulation filter bank
% Usage: [outsig, mfc] = modfilterbank(insig,fs,fc);
%
% Input parameters:
% insig : Input signal(s)
% fs : Sampling rate in Hz,
% fc : Center frequencies of the input signals
%
% Output parameters:
% outsig : Modulation filtered signals
% mfc : Center frequencies of the modulation filters.
%
% MODFILTERBANK(insig,fs,fc) applies a modulation filterbank to the input
% signals insig which are sampled with a frequency of fs Hz. Each column in
% insig is assumed to be bandpass filtered with a center frequency stored in fc.
%
% By default, the modulation filters will have center frequencies
% 0,5,10,16.6,27.77,... where each next center frequency is 5/3 times the
% previous one. For modulation frequencies below (and including) 10 Hz,
% the real value of the filters are returned, and for higher modulation
% center frequencies, the absolute value (the envelope) is returned.
%
% References:
% T. Dau, B. Kollmeier, and A. Kohlrausch. Modeling auditory processing
% of amplitude modulation. I. Detection and masking with narrow-band
% carriers. J. Acoust. Soc. Am., 102:2892-2905, 1997a.
%
% R. Fassel and D. Pueschel. Modulation detection and masking using
% deterministic and random maskers. Contributions to Psychological
% Acoustics, edited by A. Schick (Universitaetsgesellschaft Oldenburg,
% Oldenburg), pages 419-429, 1993.
%
%
% See also: breebaart2001_preproc
%
% Url: http://amtoolbox.sourceforge.net/amt-0.9.9/doc/general/modfilterbank.php
% Copyright (C) 2009-2015 Piotr Majdak and the AMT team.
% This file is part of Auditory Modeling Toolbox (AMT) version 0.9.9
%
% This program is free software: you can redistribute it and/or modify
% it under the terms of the GNU General Public License as published by
% the Free Software Foundation, either version 3 of the License, or
% (at your option) any later version.
%
% This program is distributed in the hope that it will be useful,
% but WITHOUT ANY WARRANTY; without even the implied warranty of
% MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
% GNU General Public License for more details.
%
% You should have received a copy of the GNU General Public License
% along with this program. If not, see <http://www.gnu.org/licenses/>.
% AUTHOR: Stephan Ewert
%
% Modifications by Morten L. Jepsen and Peter L. Søndergaard.
definput.keyvals.mfc=[];
[flags,kv]=ltfatarghelper({},definput,varargin);
nfreqchannels=length(fc);
Q = 2;
bw = 5;
ex=(1+1/(2*Q))/(1-1/(2*Q));
outsig=cell(nfreqchannels,1);
startmf = 5;
% second order modulation Butterworth lowpass filter with a cut-off frequency of 2.5
% Hz.
[b_lowpass,a_lowpass] = butter(2,2.5/(fs/2));
% first order modulation Butterworth lowpass filter with a cut-off
% frequency of 150 Hz. This is to remove all modulation frequencies
% above 150 Hz.
[b_highest,a_highest] = butter(1,150/(fs/2));
% Set the highest modulation frequency as proportion of the corresponding
% center frequency.
umf = min(fc.*0.25, 1000);
for freqchannel=1:nfreqchannels
% Cut away highest modulation frequencies
%outtmp = filter(b_highest,a_highest,insig(:,freqchannel));
outtmp = insig(:,freqchannel);
if umf(freqchannel)==0
% ----------- only lowpass ---------------------
outsigblock = filter(b_lowpass,a_lowpass,outtmp);
mfc = 0;
else
tmp = fix((min(umf(freqchannel),10) - startmf)/bw);
tmp = 0:tmp;
mfc = startmf + 5*tmp;
tmp2 = (mfc(end)+bw/2)/(1-1/(2*Q));
tmp = fix(log(umf(freqchannel)/tmp2)/log(ex));
tmp = 0:tmp;
tmp = ex.^tmp;
mfc=[0 mfc tmp2*tmp];
% --------- lowpass and modulation filter(s) ---
outsigblock = zeros(length(insig),length(mfc));
outsigblock(:,1) = filter(b_lowpass,a_lowpass,outtmp);
for nmfc=2:length(mfc)
w0 = 2*pi*mfc(nmfc)/fs;
if mfc(nmfc) < 10
[b3,a3] = efilt(w0,2*pi*bw/fs);
else
[b3,a3] = efilt(w0,w0/Q);
end
outsigblock(:,nmfc) = 2*filter(b3,a3,outtmp);
end
end
%% ------------ post-processing --------------------
for nmfc=1:length(mfc) % v2 MJ 17. oct 2006
if mfc(nmfc) <= 10
outsigblock(:,nmfc) = 1*real(outsigblock(:,nmfc));
else
outsigblock(:,nmfc) = abs(outsigblock(:,nmfc));
end
end
outsig{freqchannel}=outsigblock;
end;
%% ------------ subfunctions ------------------------
% complex frequency shifted first order lowpass
function [b,a] = efilt(w0,bw);
e0 = exp(-bw/2);
b = 1 - e0;
a = [1, -e0*exp(1i*w0)];