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DATA_LANGENDIJK2002 - Data from Langendijk & Bronkhorst (2002)
Program code:
function data = data_langendijk2002(varargin)
%DATA_LANGENDIJK2002 Data from Langendijk & Bronkhorst (2002)
% Usage: data = data_langendijk2002(flag)
%
% Output parameters:
% data : The data points from the given figure;
%
% DATA_LANGENDIJK2002(flag) returns data points from the paper by
% Langendijk & Bronkhorst (2002).
%
% In the case of response patterns (Fig. 7 & 9) the first row of data*
% describes target position and the second one belongs to the response
% position. In the case of DTF data (Fig. 11) the first dimension of the
% data matrix describes frequency and the second one angle position, the
% *first column* defines the actual angle positions.
%
% The flag may be one of:
%
% 'P3_b' Data from Fig.9; listener: P3, condition: 'baseline'.
%
% 'P3_2o' Data from Fig.9; listener: P3, condition: '2-oct'.
%
% 'P3_1ol' Data from Fig.9; listener: P3, condition: '1-oct(low)'.
%
% 'P3_1om' Data from Fig.9; listener: P3, condition: '1-oct(middle)'.
%
% 'P3_1oh' Data from Fig.9; listener: P3, condition: '1-oct(high)'.
%
% 'P6_b' Data from Fig.9; listener: P6, condition: 'baseline'.
%
% 'P6_2o' Data from Fig.9; listener: P6, condition: '2-oct'.
%
% 'P6_1ol' Data from Fig.9; listener: P6, condition: '1-oct(low)'.
%
% 'P6_1om' Data from Fig.9; listener: P6, condition: '1-oct(middle)'.
%
% 'P6_1oh' Data from Fig.9; listener: P6, condition: '1-oct(high)'.
%
% 'P3_dtf' Precalculated DTF data of P3 from Fig.11.
%
% 'P6_dtf' Precalculated DTF data of P6 from Fig.11.
%
% 'P3_dtf_bmp' DTFs calculated of P3 from the bitmap of the JASA paper.
%
% 'P6_dtf_bmp' DTFs calculated of P6 from the bitmap of the JASA paper.
%
% 'expdata' Create the whole dataset required for exp_langendijk2002,
% e.g. after adjusting response data.
% *BE ADVISED**: The calculation takes a long time.
%
% If no flag is given, the function will print the list of valid flags.
%
% References:
% E. Langendijk and A. Bronkhorst. Contribution of spectral cues to human
% sound localization. J. Acoust. Soc. Am., 112:1583--1596, 2002.
%
%
% Url: http://amtoolbox.sourceforge.net/amt-0.10.0/doc/data/data_langendijk2002.php
% Copyright (C) 2009-2020 Piotr Majdak and the AMT team.
% This file is part of Auditory Modeling Toolbox (AMT) version 1.0.0
%
% 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/>.
% TODO: explain Data in description;
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% AUTHOR : Robert Baumgartner, OEAW Acoustical Research Institute
% latest update: 2010-08-19
% Bugfixes and minor adjustments: Sebastian Grill 2011-08
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
definput.flags.type={...
'missingflag',...
'P3_b','P3_2o','P3_1ol','P3_1om','P3_1oh',...
'P6_b','P6_2o','P6_1ol','P6_1om','P6_1oh',...
'P3_dtf','P6_dtf','P3_dtf_bmp','P6_dtf_bmp','expdata'
};
% Parse input options
[flags,keyvals] = ltfatarghelper({},definput,varargin);
if flags.do_missingflag
flagnames=[sprintf('%s, ',definput.flags.type{2:end-2}),...
sprintf('%s or %s',definput.flags.type{end-1},definput.flags.type{end})];
error('%s: You must specify one of the following flags: %s.',upper(mfilename),flagnames);
end;
target=-55:29:235;
idb=round(0.5:0.1:11.4);
idc=round(0.5:0.2:11.4);
if flags.do_P3_b
target=target(idb);
response=zeros(1,110);
response(1:10) =[-55,-55,-55,-55,-55,-55,-53,-54,-45,-45];
response(11:20)=[-55,-40,-38,-34,-30,-29,-28,-22,-25,-15];
response(21:30)=[-12,00,03,05,09,15,20,24,30,140];
response(31:40)=[21,29,31,32,34,45,58,75,110,122];
response(41:50)=[118,119,123,134,135,140,163,174,176,210];
response(51:60)=[106,107,123,124,137,162,183,210,219,225];
response(61:70)=[-55,95,113,119,120,121,126,161,181,214];
response(71:80)=[119,130,142,143,170,184,190,199,225,235];
response(81:90)=[146,153,154,155,157,161,180,181,181,210];
response(91:100)=[93,94,170,180,182,183,184,191,230,231];
response(101:110)=[230,231,235,235,235,235,235,235,235,234];
data=[target;response];
end;
if flags.do_P3_2o
target=target(idc);
response=zeros(1,55);
response(1:5) =[-45,-12,165,181,182];
response(6:10) =[-53,-30,-12,-11,192];
response(11:15)=[-20,128,141,170,213];
response(16:20)=[-55,-54,130,175,204];
response(21:25)=[-30,72,172,180,202];
response(26:30)=[164,181,219,235,234];
response(31:35)=[-55,108,184,210,235];
response(36:40)=[116,182,183,184,210];
response(41:45)=[113,165,180,181,225];
response(46:50)=[-54,-41,134,169,184];
response(51:55)=[-55,234,234,235,235];
data=[target;response];
end;
if flags.do_P3_1ol
target=target(idc);
response=zeros(1,55);
response(1:5) =[-54,-50,-49,-35,-30];
response(6:10) =[-40,-37,-30,-23,-12];
response(11:15)=[-25,-17,-3,5,13];
response(16:20)=[-37,40,39,108,110];
response(21:25)=[148,161,174,175,190];
response(26:30)=[-50,-35,103,150,176];
response(31:35)=[125,126,130,147,168];
response(36:40)=[-55,110,167,168,175];
response(41:45)=[144,152,154,180,190];
response(46:50)=[173,179,180,215,225];
response(51:55)=[-55,235,234,235,235];
data=[target;response];
end;
if flags.do_P3_1om
target=target(idc);
response=zeros(1,55);
response(1:5) =[-55,-55,-54,-50,-48];
response(6:10) =[-35,-28,-27,-25,-24];
response(11:15)=[-51,-48,-25,-23,-18];
response(16:20)=[-55,112,210,234,235];
response(21:25)=[122,122,160,172,185];
response(26:30)=[122,138,208,213,223];
response(31:35)=[122,163,176,219,235];
response(36:40)=[-55,-54,177,234,235];
response(41:45)=[-55,128,163,180,224];
response(46:50)=[-55,-54,150,151,183];
response(51:55)=[-55,-54,228,234,235];
data=[target;response];
end;
if flags.do_P3_1oh
target=target(idc);
response=zeros(1,55);
response(1:5) =[-55,-54,-50,-42,235];
response(6:10) =[-55,-50,-40,-22,175];
response(11:15)=[-29,3,60,145,150];
response(16:20)=[14,130,166,168,180];
response(21:25)=[40,122,123,148,180];
response(26:30)=[122,123,128,208,215];
response(31:35)=[119,133,138,145,175];
response(36:40)=[122,175,180,181,182];
response(41:45)=[110,175,175,176,190];
response(46:50)=[-55,174,184,200,201];
response(51:55)=[234,234,235,235,235];
data=[target;response];
end;
if flags.do_P6_b
target=target(idb);
response=zeros(1,110);
response(1:10) =[-55,-55,-55,-55,-55,-55,-55,-55,-55,-55];
response(11:20)=[-50,-46,-41,-35,-36,-31,-32,-30,-25,-10];
response(21:30)=[-25,-13,-8,-1,0,1,3,5,5,10];
response(31:40)=[15,20,28,28,29,31,33,33,36,50];
response(41:50)=[55,55,60,64,73,74,80,82,85,95];
response(51:60)=[90,90,91,93,94,100,101,103,120,130];
response(61:70)=[70,77,90,90,91,100,105,130,130,131];
response(71:80)=[-50,-50,-40,0,95,100,101,105,162,167];
response(81:90)=[145,146,150,160,165,169,170,171,180,181];
response(91:100)=[185,186,195,196,200,209,210,211,215,220];
response(101:110)=[210,215,220,225,230,231,235,235,234,234];
data=[target;response];
end;
if flags.do_P6_2o
target=target(idc);
response=zeros(1,55);
response(1:5) =[-55,-54,-30,110,165];
response(6:10) =[-55,-45,-40,-35,-20];
response(11:15)=[-50,-35,-25,-20,125];
response(16:20)=[-55,-50,-30,-31,180];
response(21:25)=[-45,125,145,180,185];
response(26:30)=[-55,-45,-30,-15,140];
response(31:35)=[-55,-50,-45,-44,-20];
response(36:40)=[-45,-40,-41,-35,170];
response(41:45)=[-50,-35,100,180,181];
response(46:50)=[-55,-54,-50,-45,140];
response(51:55)=[-55,-55,-54,-54,-53];
data=[target;response];
end;
if flags.do_P6_1ol
target=target(idc);
response=zeros(1,55);
response(1:5) =[-55,-54,-53,-49,-50];
response(6:10) =[-35,-34,-30,-20,-19];
response(11:15)=[-25,-10,-9,-11,5];
response(16:20)=[25,30,31,35,40];
response(21:25)=[65,70,95,96,100];
response(26:30)=[60,85,90,91,110];
response(31:35)=[75,85,90,100,105];
response(36:40)=[-35,-25,-26,-20,80];
response(41:45)=[0,185,184,186,190];
response(46:50)=[175,195,205,210,215];
response(51:55)=[225,230,233,234,235];
data=[target;response];
end;
if flags.do_P6_1om
target=target(idc);
response=zeros(1,55);
response(1:5) =[-55,-54,-55,-54,-50];
response(6:10) =[-55,-45,-44,-46,-35];
response(11:15)=[-15,-10,5,6,10];
response(16:20)=[5,15,20,30,31];
response(21:25)=[45,60,61,65,66];
response(26:30)=[-45,60,100,120,121];
response(31:35)=[-55,80,105,175,176];
response(36:40)=[-50,-40,-41,-10,10,];
response(41:45)=[-55,-54,-50,-30,195];
response(46:50)=[-50,100,105,106,135];
response(51:55)=[-55,-55,-54,-54,235];
data=[target;response];
end;
if flags.do_P6_1oh
target=target(idc);
response=zeros(1,55);
response(1:5) =[-55,-54,-55,-54,-35];
response(6:10) =[-55,-54,-50,-51,-35];
response(11:15)=[-15,-11,-10,-9,-5];
response(16:20)=[10,25,35,55,105];
response(21:25)=[40,45,50,51,75];
response(26:30)=[-10,70,72,80,102];
response(31:35)=[90,95,100,101,105];
response(36:40)=[-55,-25,40,105,145];
response(41:45)=[-55,-50,-45,-30,-25];
response(46:50)=[-35,-34,-5,162,180];
response(51:55)=[-55,-50,-54,235,234];
data=[target;response];
end;
if flags.do_P3_dtf
data=amt_load('langendijk2002','P3_dtf.mat');
end
if flags.do_P3_dtf_bmp
[med,pol]=bmp2gr(amt_load('langendijk2002','P3_dtf.bmp'));
data=[pol;med];
end
if flags.do_P6_dtf
data=amt_load('langendijk2002','P6_dtf.mat');
end
if flags.do_P6_dtf_bmp
[med,pol]=bmp2gr(amt_load('langendijk2002','P6_dtf.bmp'));
data=[pol;med];
end
if flags.do_expdata
listener='P3';
amt_disp('Calculation for P3');
temp=data_langendijk2002([listener '_dtf']);
fs=temp.stimPar.SamplingRate;
pol=temp.posLIN(:,5)';
temp=temp.ampMdB;
med=temp(1:end,:);
amt_disp(' Condition: b');
temp=data_langendijk2002([listener '_b']);
targetb=temp(1,:); responseb=temp(2,:);
medir=gr2ir(med,'b',fs);
amt_disp(' Condition: 2o');
temp=data_langendijk2002([listener '_2o']);
targetc=temp(1,:); response2o=temp(2,:);
medir2o=gr2ir(med,'2o',fs);
amt_disp(' Condition: 1ol');
temp=data_langendijk2002([listener '_1ol']);
response1ol=temp(2,:);
medir1ol=gr2ir(med,'1ol',fs);
amt_disp(' Condition: 1om');
temp=data_langendijk2002([listener '_1om']);
response1om=temp(2,:);
medir1om=gr2ir(med,'1om',fs);
amt_disp(' Condition: 1oh');
temp=data_langendijk2002([listener '_1oh']);
response1oh=temp(2,:);
medir1oh=gr2ir(med,'1oh',fs);
save(fullfile(amt_auxdatapath, 'langendijk2002', [listener '_data.mat']),'-regexp','^med|^pol|^response|^target');
clear
amt_disp('Calculation for P6');
listener='P6';
temp=data_langendijk2002([listener '_dtf']);
fs=temp.stimPar.SamplingRate;
pol=temp.posLIN(:,5)';
temp=temp.ampMdB;
med=temp(1:end,:);
amt_disp(' Condition: b');
temp=data_langendijk2002([listener '_b']);
targetb=temp(1,:); responseb=temp(2,:);
medir=gr2ir(med,'b',fs);
amt_disp(' Condition: 2o');
temp=data_langendijk2002([listener '_2o']);
targetc=temp(1,:); response2o=temp(2,:);
medir2o=gr2ir(med,'2o',fs);
amt_disp(' Condition: 1ol');
temp=data_langendijk2002([listener '_1ol']);
response1ol=temp(2,:);
medir1ol=gr2ir(med,'1ol',fs);
amt_disp(' Condition: 1om');
temp=data_langendijk2002([listener '_1om']);
response1om=temp(2,:);
medir1om=gr2ir(med,'1om',fs);
amt_disp(' Condition: 1oh');
temp=data_langendijk2002([listener '_1oh']);
response1oh=temp(2,:);
medir1oh=gr2ir(med,'1oh',fs);
save(fullfile(amt_auxdatapath, 'langendijk2002', [listener '_data.mat']),'-regexp','^med|^pol|^response|^target');
end
end
function [med,pol]=bmp2gr(bmpname)
% BMP2GR converts a bitmap to gain response data (in dB) with conditions
% Usage: [med,pol]=bmp2gr(bmpname)
% Input arguments:
% bmpname: filename of bitmap
% Output arguments:
% medir: gain response data (in dB) on median plane for
% 53 polar angles defined in pol
% pol: 53 equally spaced polar angles between -55° and 235°
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% AUTHOR : Robert Baumgartner, OEAW Acoustical Research Institute
% latest update: 2010-08-16
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
bmp=imread(bmpname,'bmp');
hrtf=zeros(size(bmp,2),size(bmp,1));
sq=4;
for jj=1:size(hrtf,2)
if jj<=sq || jj>=size(hrtf,2)-sq
av=0;
else
av=sq;
end
for ii=1:size(hrtf,1)
temp=mean(bmp(end-jj+1-av:end-jj+1+av,ii,1));
if temp<=25 && temp >=15
hrtf(ii,jj)=-15;
elseif temp<=50 && temp>40
hrtf(ii,jj)=-10;
elseif temp<=85 && temp>65
hrtf(ii,jj)=-5;
elseif temp<=150 && temp>120
hrtf(ii,jj)=0;
elseif temp<=185 && temp>160
hrtf(ii,jj)=5;
elseif temp<=210 && temp>199
hrtf(ii,jj)=10;
elseif temp>220
hrtf(ii,jj)=15;
else
if ii==1
hrtf(ii,jj)=0;
else
hrtf(ii,jj)=hrtf(ii-1,jj);
end
end
end
end
sq=3;
for jj=1:size(hrtf,2)
if jj<=sq || jj>=size(hrtf,2)-sq
av=0;
else
av=sq;
end
for ii=1:size(hrtf,1)
hrtf(ii,jj)=mean(hrtf(ii,jj-av:jj+av));
end
end
% figure; pcolor(hrtf'),shading flat
posidx=5:9:475;
pol=-55:290/52:235;
med=hrtf(:,posidx);
% figure; pcolor(med'),shading flat
end
function [medir]=gr2ir(med,cond,fs)
% GR2IR converts given gain responses MED (in dB) to impulse responses
% MEDIR; furthermore several conditions according to langendijk et al.
% (2002) can be defined
% Usage: [medir]=gr2ir(med,cond,fs)
% Input arguments:
% med: gain responses (in dB)
% cond: condition,
% possibilities: baseline 'b'
% 2 octaves '2o'
% 1 oct (low) '1ol'
% 1 oct (mid) '1om'
% 1 oct (high)'1oh'
% fs: sampling frequency
% Output arguments:
% medir: impulse responses
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% AUTHOR : Robert Baumgartner, OEAW Acoustical Research Institute
% latest update: 2010-08-16
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% default settings
if ~exist('cond','var')
cond='b';
end
if ~exist('fs','var')
fs=48000;
end
imp=zeros(240,1);imp(1)=1;
n=256;
len=240;
frq=logspace(log10(2000),log10(16000),size(med,1));
% frequency indices
f1=find(frq>=4000,1);
f2=find(frq>=5700,1);
f3=find(frq>=8000,1);
f4=find(frq>=11300,1);
switch cond
case 'b' % baseline
medir=zeros(n,size(med,2));
for ii=1:size(med,2)
bp = firls(len,[0 0.08 frq/(fs/2) 0.68 1],[0;0; 10.^(med(:,ii)/20); 0;0]);
medir(1:length(imp),ii) = filter(bp,1,imp);
end
case '2o' % 2 oct (4-16kHz)
medir=zeros(n,size(med,2));
med2o=med;
for ii=1:size(med,2)
med2o(f1:end,ii)=mean(med(f1:end,ii));
bp = firls(len,[0 0.08 frq/(fs/2) 0.68 1],[0;0; 10.^(med2o(:,ii)/20); 0;0]);
medir(1:length(imp),ii) = filter(bp,1,imp);
end
case '1ol' % 1 oct (low:4-8kHz)
medir=zeros(n,size(med,2));
med1ol=med;
for ii=1:size(med,2)
med1ol(f1:f3,ii)=mean(med(f1:f3,ii));
bp = firls(len,[0 0.08 frq/(fs/2) 0.68 1],[0;0; 10.^(med1ol(:,ii)/20); 0;0]);
medir(1:length(imp),ii) = filter(bp,1,imp);
end
case '1om' % 1 oct (middle:5.7-11.3kHz)
medir=zeros(n,size(med,2));
med1om=med;
for ii=1:size(med,2)
med1om(f2:f4,ii)=mean(med(f2:f4,ii));
bp = firls(len,[0 0.08 frq/(fs/2) 0.68 1],[0;0; 10.^(med1om(:,ii)/20); 0;0]);
medir(1:length(imp),ii) = filter(bp,1,imp);
end
case '1oh' % 1 oct (high:8-16kHz)
medir=zeros(n,size(med,2));
med1oh=med;
for ii=1:size(med,2)
med1oh(f3:end,ii)=mean(med(f3:end,ii));
bp = firls(len,[0 0.08 frq/(fs/2) 0.68 1],[0;0; 10.^(med1oh(:,ii)/20); 0;0]);
medir(1:length(imp),ii) = filter(bp,1,imp);
end
end
end
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