annotate userProgramsRM/pitchModel_RM.m @ 38:c2204b18f4a2 tip

End nov big change
author Ray Meddis <rmeddis@essex.ac.uk>
date Mon, 28 Nov 2011 13:34:28 +0000
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rmeddis@38 1 function pitchModel_RM
rmeddis@38 2 % Modification of testMAP_14 to replicate the pitch model published
rmeddis@38 3 % in JASA 2006.
rmeddis@38 4 %
rmeddis@38 5 % A range of options are supplied in the early part of the program
rmeddis@38 6 %
rmeddis@38 7 % One use of the function is to create demonstrations; filenames <demoxx>
rmeddis@38 8 % to illustrate particular features
rmeddis@38 9 %
rmeddis@38 10 % #1
rmeddis@38 11 % Identify the file (in 'MAPparamsName') containing the model parameters
rmeddis@38 12 %
rmeddis@38 13 % #2
rmeddis@38 14 % Identify the kind of model required (in 'AN_spikesOrProbability').
rmeddis@38 15 % A full brainstem model (spikes) can be computed or a shorter model
rmeddis@38 16 % (probability) that computes only so far as the auditory nerve
rmeddis@38 17 %
rmeddis@38 18 % #3
rmeddis@38 19 % Choose between a tone signal or file input (in 'signalType')
rmeddis@38 20 %
rmeddis@38 21 % #4
rmeddis@38 22 % Set the signal rms level (in leveldBSPL)
rmeddis@38 23 %
rmeddis@38 24 % #5
rmeddis@38 25 % Identify the channels in terms of their best frequencies in the vector
rmeddis@38 26 % BFlist.
rmeddis@38 27 %
rmeddis@38 28 % Last minute changes to the parameters fetched earlier can be made using
rmeddis@38 29 % the cell array of strings 'paramChanges'.
rmeddis@38 30 % Each string must have the same format as the corresponding line in the
rmeddis@38 31 % file identified in 'MAPparamsName'
rmeddis@38 32 %
rmeddis@38 33 % When the demonstration is satisfactory, freeze it by renaming it <demoxx>
rmeddis@38 34
rmeddis@38 35 dbstop if error
rmeddis@38 36 restorePath=path;
rmeddis@38 37 addpath (['..' filesep 'MAP'], ['..' filesep 'wavFileStore'], ...
rmeddis@38 38 ['..' filesep 'utilities'])
rmeddis@38 39
rmeddis@38 40
rmeddis@38 41
rmeddis@38 42 % Pitch model modification here
rmeddis@38 43 global ICrate % used to collect rate profile from showMAP temporary
rmeddis@38 44 rates=[]; F0count=0;
rmeddis@38 45
rmeddis@38 46 % F0s=[150 200 250]; % fundamental frequency
rmeddis@38 47 % harmonics= 3:5;
rmeddis@38 48
rmeddis@38 49 % F0s=[3000]; % fundamental frequency
rmeddis@38 50 F0s=50:5:1000;
rmeddis@38 51 harmonics= 1;
rmeddis@38 52 % F0s=150;
rmeddis@38 53 for F0=F0s
rmeddis@38 54 F0count=F0count+1;
rmeddis@38 55
rmeddis@38 56
rmeddis@38 57 %% #1 parameter file name
rmeddis@38 58 MAPparamsName='Normal';
rmeddis@38 59
rmeddis@38 60
rmeddis@38 61 %% #2 probability (fast) or spikes (slow) representation
rmeddis@38 62 AN_spikesOrProbability='spikes';
rmeddis@38 63
rmeddis@38 64 % or
rmeddis@38 65 % NB probabilities are not corrected for refractory effects
rmeddis@38 66 % AN_spikesOrProbability='probability';
rmeddis@38 67
rmeddis@38 68
rmeddis@38 69 %% #3 pure tone, harmonic sequence or speech file input
rmeddis@38 70 signalType= 'tones';
rmeddis@38 71 sampleRate= 50000;
rmeddis@38 72 duration=0.50; % seconds
rmeddis@38 73 % toneFrequency= 1000; % or a pure tone (Hz8
rmeddis@38 74
rmeddis@38 75 % F0=210;
rmeddis@38 76 toneFrequency= F0*harmonics; % harmonic sequence (Hz)
rmeddis@38 77
rmeddis@38 78 rampDuration=.005; % raised cosine ramp (seconds)
rmeddis@38 79
rmeddis@38 80 % or
rmeddis@38 81
rmeddis@38 82 % signalType= 'file';
rmeddis@38 83 % fileName='twister_44kHz';
rmeddis@38 84
rmeddis@38 85
rmeddis@38 86 %% #4 rms level
rmeddis@38 87 % signal details
rmeddis@38 88 leveldBSPL= 50; % dB SPL
rmeddis@38 89
rmeddis@38 90
rmeddis@38 91 %% #5 number of channels in the model
rmeddis@38 92 % 21-channel model (log spacing)
rmeddis@38 93 numChannels=21;
rmeddis@38 94 lowestBF=250; highestBF= 8000;
rmeddis@38 95 BFlist=round(logspace(log10(lowestBF), log10(highestBF), numChannels));
rmeddis@38 96
rmeddis@38 97 % or specify your own channel BFs
rmeddis@38 98 % numChannels=1;
rmeddis@38 99 BFlist=toneFrequency;
rmeddis@38 100 % BFlist=500;
rmeddis@38 101
rmeddis@38 102
rmeddis@38 103 %% #6 change model parameters
rmeddis@38 104 paramChanges={...
rmeddis@38 105 'MacGregorMultiParams.currentPerSpike=25e-9;'...
rmeddis@38 106 'MacGregorMultiParams.tauGk= [0.1e-3:.00005 : 1e-3];'...
rmeddis@38 107 'MacGregorParams.currentPerSpike=40e-9;'...
rmeddis@38 108 };
rmeddis@38 109
rmeddis@38 110 %% delare 'showMap' options to control graphical output
rmeddis@38 111
rmeddis@38 112 showMapOptions.printModelParameters=0; % prints all parameters
rmeddis@38 113 showMapOptions.showModelOutput=1; % plot of all stages
rmeddis@38 114 showMapOptions.printFiringRates=1; % prints stage activity levels
rmeddis@38 115 showMapOptions.showACF=0; % shows SACF (probability only)
rmeddis@38 116 showMapOptions.showEfferent=0; % tracks of AR and MOC
rmeddis@38 117 showMapOptions.surfProbability=0; % 2D plot of HSR response
rmeddis@38 118 showMapOptions.surfSpikes=0; % 2D plot of spikes histogram
rmeddis@38 119 showMapOptions.ICrates=1; % IC rates by CNtauGk
rmeddis@38 120
rmeddis@38 121 % disable certain silly options
rmeddis@38 122 if strcmp(AN_spikesOrProbability, 'spikes')
rmeddis@38 123 % avoid nonsensical options
rmeddis@38 124 showMapOptions.surfProbability=0;
rmeddis@38 125 showMapOptions.showACF=0;
rmeddis@38 126 else
rmeddis@38 127 showMapOptions.surfSpikes=0;
rmeddis@38 128 end
rmeddis@38 129 if strcmp(signalType, 'file')
rmeddis@38 130 % needed for labeling plot
rmeddis@38 131 showMapOptions.fileName=fileName;
rmeddis@38 132 else
rmeddis@38 133 showMapOptions.fileName=[];
rmeddis@38 134 end
rmeddis@38 135
rmeddis@38 136 %% Generate stimuli
rmeddis@38 137
rmeddis@38 138 switch signalType
rmeddis@38 139 case 'tones'
rmeddis@38 140 inputSignal=createMultiTone(sampleRate, toneFrequency, ...
rmeddis@38 141 leveldBSPL, duration, rampDuration);
rmeddis@38 142
rmeddis@38 143 case 'file'
rmeddis@38 144 %% file input simple or mixed
rmeddis@38 145 [inputSignal sampleRate]=wavread(fileName);
rmeddis@38 146 dt=1/sampleRate;
rmeddis@38 147 inputSignal=inputSignal(:,1);
rmeddis@38 148 targetRMS=20e-6*10^(leveldBSPL/20);
rmeddis@38 149 rms=(mean(inputSignal.^2))^0.5;
rmeddis@38 150 amp=targetRMS/rms;
rmeddis@38 151 inputSignal=inputSignal*amp;
rmeddis@38 152 silence= zeros(1,round(0.1/dt));
rmeddis@38 153 inputSignal= [silence inputSignal' silence];
rmeddis@38 154 end
rmeddis@38 155
rmeddis@38 156
rmeddis@38 157 %% run the model
rmeddis@38 158 tic
rmeddis@38 159
rmeddis@38 160 fprintf('\n')
rmeddis@38 161 disp(['Signal duration= ' num2str(length(inputSignal)/sampleRate)])
rmeddis@38 162 disp([num2str(numChannels) ' channel model'])
rmeddis@38 163 disp([num2str(F0) ' F0'])
rmeddis@38 164 disp('Computing ...')
rmeddis@38 165
rmeddis@38 166 MAP1_14(inputSignal, sampleRate, BFlist, ...
rmeddis@38 167 MAPparamsName, AN_spikesOrProbability, paramChanges);
rmeddis@38 168
rmeddis@38 169
rmeddis@38 170 % the model run is now complete. Now display the results
rmeddis@38 171 UTIL_showMAP(showMapOptions, paramChanges)
rmeddis@38 172
rmeddis@38 173 %% pitch model Collect and analyse data
rmeddis@38 174 % ICrate is global and computed in showMAP
rmeddis@38 175 % a vector of 'stage4' rates; one value for each tauCNGk
rmeddis@38 176 rates=[rates; ICrate];
rmeddis@38 177 figure(92), imagesc(rates)
rmeddis@38 178 ylabel ('F0 no'), xlabel('tauGk')
rmeddis@38 179 % figure(92), plot(rates), ylim([0 inf])
rmeddis@38 180
rmeddis@38 181 h=figure(99); CNmovie(F0count)=getframe(h);
rmeddis@38 182 figure(91), plot(rates'),ylim([0 inf])
rmeddis@38 183 pause (0.1)
rmeddis@38 184
rmeddis@38 185 end
rmeddis@38 186 %% show results
rmeddis@38 187 toc
rmeddis@38 188 figure(91), plot(F0s,rates'), xlabel('F0'), ylabel('rate'),ylim([0 inf])
rmeddis@38 189 % figure(99),clf,movie(CNmovie,1,4)
rmeddis@38 190 path(restorePath)
rmeddis@38 191
rmeddis@38 192
rmeddis@38 193 function inputSignal=createMultiTone(sampleRate, toneFrequency, ...
rmeddis@38 194 leveldBSPL, duration, rampDuration)
rmeddis@38 195 % Create pure tone stimulus
rmeddis@38 196 dt=1/sampleRate; % seconds
rmeddis@38 197 time=dt: dt: duration;
rmeddis@38 198 inputSignal=sum(sin(2*pi*toneFrequency'*time), 1);
rmeddis@38 199 amp=10^(leveldBSPL/20)*28e-6; % converts to Pascals (peak)
rmeddis@38 200 inputSignal=amp*inputSignal;
rmeddis@38 201
rmeddis@38 202 % apply ramps
rmeddis@38 203 % catch rampTime error
rmeddis@38 204 if rampDuration>0.5*duration, rampDuration=duration/2; end
rmeddis@38 205 rampTime=dt:dt:rampDuration;
rmeddis@38 206 ramp=[0.5*(1+cos(2*pi*rampTime/(2*rampDuration)+pi)) ...
rmeddis@38 207 ones(1,length(time)-length(rampTime))];
rmeddis@38 208 inputSignal=inputSignal.*ramp;
rmeddis@38 209 ramp=fliplr(ramp);
rmeddis@38 210 inputSignal=inputSignal.*ramp;
rmeddis@38 211
rmeddis@38 212 % add 10 ms silence
rmeddis@38 213 silence= zeros(1,round(0.005/dt));
rmeddis@38 214 inputSignal= [silence inputSignal silence];
rmeddis@38 215