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 % test_MAP1_14 is a general purpose test routine that can be adjusted to
|
rmeddis@38
|
6 % test a number of different applications of MAP1_14
|
rmeddis@38
|
7 %
|
rmeddis@38
|
8 % A range of options are supplied in the early part of the program
|
rmeddis@38
|
9 %
|
rmeddis@38
|
10 % One use of the function is to create demonstrations; filenames <demoxx>
|
rmeddis@38
|
11 % to illustrate particular features
|
rmeddis@38
|
12 %
|
rmeddis@38
|
13 % #1
|
rmeddis@38
|
14 % Identify the file (in 'MAPparamsName') containing the model parameters
|
rmeddis@38
|
15 %
|
rmeddis@38
|
16 % #2
|
rmeddis@38
|
17 % Identify the kind of model required (in 'AN_spikesOrProbability').
|
rmeddis@38
|
18 % A full brainstem model (spikes) can be computed or a shorter model
|
rmeddis@38
|
19 % (probability) that computes only so far as the auditory nerve
|
rmeddis@38
|
20 %
|
rmeddis@38
|
21 % #3
|
rmeddis@38
|
22 % Choose between a tone signal or file input (in 'signalType')
|
rmeddis@38
|
23 %
|
rmeddis@38
|
24 % #4
|
rmeddis@38
|
25 % Set the signal rms level (in leveldBSPL)
|
rmeddis@38
|
26 %
|
rmeddis@38
|
27 % #5
|
rmeddis@38
|
28 % Identify the channels in terms of their best frequencies in the vector
|
rmeddis@38
|
29 % BFlist.
|
rmeddis@38
|
30 %
|
rmeddis@38
|
31 % Last minute changes to the parameters fetched earlier can be made using
|
rmeddis@38
|
32 % the cell array of strings 'paramChanges'.
|
rmeddis@38
|
33 % Each string must have the same format as the corresponding line in the
|
rmeddis@38
|
34 % file identified in 'MAPparamsName'
|
rmeddis@38
|
35 %
|
rmeddis@38
|
36 % When the demonstration is satisfactory, freeze it by renaming it <demoxx>
|
rmeddis@38
|
37
|
rmeddis@38
|
38 dbstop if error
|
rmeddis@38
|
39 restorePath=path;
|
rmeddis@38
|
40 addpath (['..' filesep 'MAP'], ['..' filesep 'wavFileStore'], ...
|
rmeddis@38
|
41 ['..' filesep 'utilities'])
|
rmeddis@38
|
42
|
rmeddis@38
|
43 % Pitch model modification here
|
rmeddis@38
|
44 global ICrate % used to collect rate profile from showMAP temporary
|
rmeddis@38
|
45 rates=[]; F0count=0;
|
rmeddis@38
|
46
|
rmeddis@38
|
47 % F0s=[150 200 250]; % fundamental frequency
|
rmeddis@38
|
48 % harmonics= 3:5;
|
rmeddis@38
|
49
|
rmeddis@38
|
50 % F0s=[3000]; % fundamental frequency
|
rmeddis@38
|
51 F0s=50:5:1000;
|
rmeddis@38
|
52 harmonics= 1;
|
rmeddis@38
|
53 % F0s=150;
|
rmeddis@38
|
54 for F0=F0s
|
rmeddis@38
|
55 F0count=F0count+1;
|
rmeddis@38
|
56
|
rmeddis@38
|
57
|
rmeddis@38
|
58 %% #1 parameter file name
|
rmeddis@38
|
59 MAPparamsName='Normal';
|
rmeddis@38
|
60
|
rmeddis@38
|
61
|
rmeddis@38
|
62 %% #2 probability (fast) or spikes (slow) representation
|
rmeddis@38
|
63 AN_spikesOrProbability='spikes';
|
rmeddis@38
|
64
|
rmeddis@38
|
65 % or
|
rmeddis@38
|
66 % NB probabilities are not corrected for refractory effects
|
rmeddis@38
|
67 % AN_spikesOrProbability='probability';
|
rmeddis@38
|
68
|
rmeddis@38
|
69
|
rmeddis@38
|
70 %% #3 pure tone, harmonic sequence or speech file input
|
rmeddis@38
|
71 signalType= 'tones';
|
rmeddis@38
|
72 sampleRate= 50000;
|
rmeddis@38
|
73 duration=0.50; % seconds
|
rmeddis@38
|
74 % toneFrequency= 1000; % or a pure tone (Hz8
|
rmeddis@38
|
75
|
rmeddis@38
|
76 % F0=210;
|
rmeddis@38
|
77 toneFrequency= F0*harmonics; % harmonic sequence (Hz)
|
rmeddis@38
|
78
|
rmeddis@38
|
79 rampDuration=.005; % raised cosine ramp (seconds)
|
rmeddis@38
|
80
|
rmeddis@38
|
81 % or
|
rmeddis@38
|
82
|
rmeddis@38
|
83 % signalType= 'file';
|
rmeddis@38
|
84 % fileName='twister_44kHz';
|
rmeddis@38
|
85
|
rmeddis@38
|
86
|
rmeddis@38
|
87 %% #4 rms level
|
rmeddis@38
|
88 % signal details
|
rmeddis@38
|
89 leveldBSPL= 50; % dB SPL
|
rmeddis@38
|
90
|
rmeddis@38
|
91
|
rmeddis@38
|
92 %% #5 number of channels in the model
|
rmeddis@38
|
93 % 21-channel model (log spacing)
|
rmeddis@38
|
94 numChannels=21;
|
rmeddis@38
|
95 lowestBF=250; highestBF= 8000;
|
rmeddis@38
|
96 BFlist=round(logspace(log10(lowestBF), log10(highestBF), numChannels));
|
rmeddis@38
|
97
|
rmeddis@38
|
98 % or specify your own channel BFs
|
rmeddis@38
|
99 % numChannels=1;
|
rmeddis@38
|
100 BFlist=toneFrequency;
|
rmeddis@38
|
101 % BFlist=500;
|
rmeddis@38
|
102
|
rmeddis@38
|
103
|
rmeddis@38
|
104 %% #6 change model parameters
|
rmeddis@38
|
105 paramChanges=[];
|
rmeddis@38
|
106
|
rmeddis@38
|
107 % or
|
rmeddis@38
|
108 % Parameter changes can be used to change one or more model parameters
|
rmeddis@38
|
109 % *after* the MAPparams file has been read
|
rmeddis@38
|
110 % This example declares only one fiber type with a calcium clearance time
|
rmeddis@38
|
111 % constant of 80e-6 s (HSR fiber) when the probability option is selected.
|
rmeddis@38
|
112
|
rmeddis@38
|
113 % paramChanges={'AN_IHCsynapseParams.ANspeedUpFactor=5;', ...
|
rmeddis@38
|
114 % 'IHCpreSynapseParams.tauCa=86e-6;'};
|
rmeddis@38
|
115
|
rmeddis@38
|
116 % paramChanges={'DRNLParams.rateToAttenuationFactorProb = 0;'};
|
rmeddis@38
|
117
|
rmeddis@38
|
118 % paramChanges={'IHCpreSynapseParams.tauCa=86e-6;',
|
rmeddis@38
|
119 % 'AN_IHCsynapseParams.numFibers= 1000;'};
|
rmeddis@38
|
120
|
rmeddis@38
|
121 % fixed MOC attenuation(using negative factor)
|
rmeddis@38
|
122 % paramChanges={'DRNLParams.rateToAttenuationFactorProb=-0.005;'};
|
rmeddis@38
|
123
|
rmeddis@38
|
124 % slow the CN chopping rate
|
rmeddis@38
|
125 % paramChanges={'IHCpreSynapseParams.tauCa= 70e-6;'...'
|
rmeddis@38
|
126 % 'MacGregorMultiParams.tauGk= [0.75e-3:.0001 : 3e-3];'...
|
rmeddis@38
|
127 % ' MacGregorParams.dendriteLPfreq=4000;'...
|
rmeddis@38
|
128 % 'MacGregorParams.tauGk= 1e-4;'...
|
rmeddis@38
|
129 % 'MacGregorParams.currentPerSpike=220e-8;'...
|
rmeddis@38
|
130 % };
|
rmeddis@38
|
131 paramChanges={...
|
rmeddis@38
|
132 'MacGregorMultiParams.currentPerSpike=25e-9;'...
|
rmeddis@38
|
133 'MacGregorMultiParams.tauGk= [0.1e-3:.00005 : 1e-3];'...
|
rmeddis@38
|
134 'MacGregorParams.currentPerSpike=40e-9;'...
|
rmeddis@38
|
135 };
|
rmeddis@38
|
136
|
rmeddis@38
|
137 %% delare 'showMap' options to control graphical output
|
rmeddis@38
|
138
|
rmeddis@38
|
139 showMapOptions.printModelParameters=0; % prints all parameters
|
rmeddis@38
|
140 showMapOptions.showModelOutput=1; % plot of all stages
|
rmeddis@38
|
141 showMapOptions.printFiringRates=1; % prints stage activity levels
|
rmeddis@38
|
142 showMapOptions.showACF=0; % shows SACF (probability only)
|
rmeddis@38
|
143 showMapOptions.showEfferent=0; % tracks of AR and MOC
|
rmeddis@38
|
144 showMapOptions.surfProbability=0; % 2D plot of HSR response
|
rmeddis@38
|
145 showMapOptions.surfSpikes=0; % 2D plot of spikes histogram
|
rmeddis@38
|
146 showMapOptions.ICrates=1; % IC rates by CNtauGk
|
rmeddis@38
|
147
|
rmeddis@38
|
148 % disable certain silly options
|
rmeddis@38
|
149 if strcmp(AN_spikesOrProbability, 'spikes')
|
rmeddis@38
|
150 % avoid nonsensical options
|
rmeddis@38
|
151 showMapOptions.surfProbability=0;
|
rmeddis@38
|
152 showMapOptions.showACF=0;
|
rmeddis@38
|
153 else
|
rmeddis@38
|
154 showMapOptions.surfSpikes=0;
|
rmeddis@38
|
155 end
|
rmeddis@38
|
156 if strcmp(signalType, 'file')
|
rmeddis@38
|
157 % needed for labeling plot
|
rmeddis@38
|
158 showMapOptions.fileName=fileName;
|
rmeddis@38
|
159 else
|
rmeddis@38
|
160 showMapOptions.fileName=[];
|
rmeddis@38
|
161 end
|
rmeddis@38
|
162
|
rmeddis@38
|
163 %% Generate stimuli
|
rmeddis@38
|
164
|
rmeddis@38
|
165 switch signalType
|
rmeddis@38
|
166 case 'tones'
|
rmeddis@38
|
167 inputSignal=createMultiTone(sampleRate, toneFrequency, ...
|
rmeddis@38
|
168 leveldBSPL, duration, rampDuration);
|
rmeddis@38
|
169
|
rmeddis@38
|
170 case 'file'
|
rmeddis@38
|
171 %% file input simple or mixed
|
rmeddis@38
|
172 [inputSignal sampleRate]=wavread(fileName);
|
rmeddis@38
|
173 dt=1/sampleRate;
|
rmeddis@38
|
174 inputSignal=inputSignal(:,1);
|
rmeddis@38
|
175 targetRMS=20e-6*10^(leveldBSPL/20);
|
rmeddis@38
|
176 rms=(mean(inputSignal.^2))^0.5;
|
rmeddis@38
|
177 amp=targetRMS/rms;
|
rmeddis@38
|
178 inputSignal=inputSignal*amp;
|
rmeddis@38
|
179 silence= zeros(1,round(0.1/dt));
|
rmeddis@38
|
180 inputSignal= [silence inputSignal' silence];
|
rmeddis@38
|
181 end
|
rmeddis@38
|
182
|
rmeddis@38
|
183
|
rmeddis@38
|
184 %% run the model
|
rmeddis@38
|
185 tic
|
rmeddis@38
|
186
|
rmeddis@38
|
187 fprintf('\n')
|
rmeddis@38
|
188 disp(['Signal duration= ' num2str(length(inputSignal)/sampleRate)])
|
rmeddis@38
|
189 disp([num2str(numChannels) ' channel model'])
|
rmeddis@38
|
190 disp([num2str(F0) ' F0'])
|
rmeddis@38
|
191 disp('Computing ...')
|
rmeddis@38
|
192
|
rmeddis@38
|
193 MAP1_14(inputSignal, sampleRate, BFlist, ...
|
rmeddis@38
|
194 MAPparamsName, AN_spikesOrProbability, paramChanges);
|
rmeddis@38
|
195
|
rmeddis@38
|
196
|
rmeddis@38
|
197 % the model run is now complete. Now display the results
|
rmeddis@38
|
198 UTIL_showMAP(showMapOptions, paramChanges)
|
rmeddis@38
|
199
|
rmeddis@38
|
200 %% pitch model Collect and analyse data
|
rmeddis@38
|
201 % ICrate is global and computed in showMAP
|
rmeddis@38
|
202 % a vector of 'stage4' rates; one value for each tauCNGk
|
rmeddis@38
|
203 rates=[rates; ICrate];
|
rmeddis@38
|
204 figure(92), imagesc(rates)
|
rmeddis@38
|
205 ylabel ('F0 no'), xlabel('tauGk')
|
rmeddis@38
|
206 % figure(92), plot(rates), ylim([0 inf])
|
rmeddis@38
|
207
|
rmeddis@38
|
208 h=figure(99); CNmovie(F0count)=getframe(h);
|
rmeddis@38
|
209 figure(91), plot(rates'),ylim([0 inf])
|
rmeddis@38
|
210 pause (0.1)
|
rmeddis@38
|
211 path(restorePath)
|
rmeddis@38
|
212
|
rmeddis@38
|
213 end
|
rmeddis@38
|
214 %% show results
|
rmeddis@38
|
215 toc
|
rmeddis@38
|
216 figure(91), plot(F0s,rates'), xlabel('F0'), ylabel('rate'),ylim([0 inf])
|
rmeddis@38
|
217 % figure(99),clf,movie(CNmovie,1,4)
|
rmeddis@38
|
218
|
rmeddis@38
|
219
|
rmeddis@38
|
220 function inputSignal=createMultiTone(sampleRate, toneFrequency, ...
|
rmeddis@38
|
221 leveldBSPL, duration, rampDuration)
|
rmeddis@38
|
222 % Create pure tone stimulus
|
rmeddis@38
|
223 dt=1/sampleRate; % seconds
|
rmeddis@38
|
224 time=dt: dt: duration;
|
rmeddis@38
|
225 inputSignal=sum(sin(2*pi*toneFrequency'*time), 1);
|
rmeddis@38
|
226 amp=10^(leveldBSPL/20)*28e-6; % converts to Pascals (peak)
|
rmeddis@38
|
227 inputSignal=amp*inputSignal;
|
rmeddis@38
|
228
|
rmeddis@38
|
229 % apply ramps
|
rmeddis@38
|
230 % catch rampTime error
|
rmeddis@38
|
231 if rampDuration>0.5*duration, rampDuration=duration/2; end
|
rmeddis@38
|
232 rampTime=dt:dt:rampDuration;
|
rmeddis@38
|
233 ramp=[0.5*(1+cos(2*pi*rampTime/(2*rampDuration)+pi)) ...
|
rmeddis@38
|
234 ones(1,length(time)-length(rampTime))];
|
rmeddis@38
|
235 inputSignal=inputSignal.*ramp;
|
rmeddis@38
|
236 ramp=fliplr(ramp);
|
rmeddis@38
|
237 inputSignal=inputSignal.*ramp;
|
rmeddis@38
|
238
|
rmeddis@38
|
239 % add 10 ms silence
|
rmeddis@38
|
240 silence= zeros(1,round(0.005/dt));
|
rmeddis@38
|
241 inputSignal= [silence inputSignal silence];
|
rmeddis@38
|
242
|