tom@574
|
1 % Copyright 2012 Google Inc. All Rights Reserved.
|
tom@516
|
2 % Author: Richard F. Lyon
|
tom@516
|
3 %
|
tom@516
|
4 % This Matlab file is part of an implementation of Lyon's cochlear model:
|
tom@516
|
5 % "Cascade of Asymmetric Resonators with Fast-Acting Compression"
|
tom@516
|
6 % to supplement Lyon's upcoming book "Human and Machine Hearing"
|
tom@516
|
7 %
|
tom@516
|
8 % Licensed under the Apache License, Version 2.0 (the "License");
|
tom@516
|
9 % you may not use this file except in compliance with the License.
|
tom@516
|
10 % You may obtain a copy of the License at
|
tom@516
|
11 %
|
tom@516
|
12 % http://www.apache.org/licenses/LICENSE-2.0
|
tom@516
|
13 %
|
tom@516
|
14 % Unless required by applicable law or agreed to in writing, software
|
tom@516
|
15 % distributed under the License is distributed on an "AS IS" BASIS,
|
tom@516
|
16 % WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
tom@516
|
17 % See the License for the specific language governing permissions and
|
tom@516
|
18 % limitations under the License.
|
tom@516
|
19
|
tom@516
|
20 %% Test/demo hacking for CARFAC Matlab stuff:
|
tom@516
|
21
|
tom@516
|
22 clear variables
|
tom@516
|
23
|
tom@516
|
24 %%
|
dicklyon@565
|
25
|
dicklyon@559
|
26 use_plan_file = 1;
|
dicklyon@565
|
27 dB_list = -60:20:40
|
dicklyon@565
|
28
|
dicklyon@536
|
29 if use_plan_file
|
dicklyon@536
|
30
|
dicklyon@536
|
31 file_signal = wavread('plan.wav');
|
dicklyon@563
|
32 % file_signal = file_signal(8100+(1:20000)); % trim for a faster test
|
dicklyon@563
|
33 file_signal = file_signal(10000+(1:10000)); % trim for a faster test
|
dicklyon@536
|
34
|
dicklyon@536
|
35 else
|
dicklyon@565
|
36 flist = 1400 + (1:4)*200;
|
dicklyon@565
|
37 alist = [1, 1, 1, 1];
|
dicklyon@563
|
38 sine_signal = 0;
|
dicklyon@565
|
39 times = (0:9999)' / 22050;
|
dicklyon@563
|
40 for fno = 1:length(flist)
|
dicklyon@563
|
41 sine_signal = sine_signal + alist(fno)*sin(flist(fno)*2*pi*times);
|
dicklyon@563
|
42 end
|
dicklyon@563
|
43 growth_power = 0; % use 0 for flat, 4 or more for near exponential
|
dicklyon@563
|
44 file_signal = 1.0 * (sine_signal .* (times/max(times)).^growth_power);
|
dicklyon@536
|
45 end
|
tom@516
|
46
|
tom@516
|
47 % make a long test signal by repeating at different levels:
|
dicklyon@563
|
48 % dB = dB_list(1);
|
dicklyon@563
|
49 % test_signal = 10^(dB/20)* file_signal(1:4000) % lead-in [];
|
dicklyon@563
|
50 test_signal = [];
|
dicklyon@563
|
51 for dB = dB_list
|
tom@516
|
52 test_signal = [test_signal; file_signal * 10^(dB/20)];
|
tom@516
|
53 end
|
tom@516
|
54
|
tom@516
|
55
|
tom@516
|
56 %% Run mono, then stereo test:
|
tom@516
|
57
|
tom@516
|
58 agc_plot_fig_num = 6;
|
tom@516
|
59
|
dicklyon@565
|
60 for n_ears = 1:2
|
dicklyon@561
|
61
|
dicklyon@561
|
62 CF_struct = CARFAC_Design(n_ears); % default design
|
dicklyon@563
|
63
|
dicklyon@559
|
64 if n_ears == 2
|
dicklyon@559
|
65 % For the 2-channel pass, add a silent second channel:
|
dicklyon@559
|
66 test_signal = [test_signal, zeros(size(test_signal))];
|
dicklyon@559
|
67 end
|
dicklyon@559
|
68
|
dicklyon@561
|
69 CF_struct = CARFAC_Init(CF_struct);
|
dicklyon@563
|
70
|
dicklyon@563
|
71 [CF_struct, nap_decim, nap, BM, ohc, agc] = CARFAC_Run(CF_struct, test_signal, ...
|
dicklyon@534
|
72 agc_plot_fig_num);
|
dicklyon@563
|
73
|
dicklyon@563
|
74 % nap = deskew(nap); % deskew doesn't make much difference
|
dicklyon@563
|
75
|
dicklyon@563
|
76 % dB_BM = 10/log(10) * log(filter(1, [1, -0.995], BM(:, 20:50, :).^2));
|
dicklyon@565
|
77 sm_BM = filter(1, [1, -0.995], BM(:, :, :).^2);
|
dicklyon@563
|
78
|
dicklyon@559
|
79 % only ear 1:
|
dicklyon@565
|
80 smoothed = sm_BM(100:100:end, :, 1);
|
dicklyon@565
|
81 MultiScaleSmooth(10/log(10) * log(smoothed), 1);
|
dicklyon@563
|
82
|
dicklyon@565
|
83
|
dicklyon@534
|
84 % Display results for 1 or 2 ears:
|
dicklyon@534
|
85 for ear = 1:n_ears
|
dicklyon@534
|
86 smooth_nap = nap_decim(:, :, ear);
|
dicklyon@534
|
87 if n_ears == 1
|
tom@516
|
88 mono_max = max(smooth_nap(:));
|
tom@516
|
89 end
|
dicklyon@534
|
90 figure(3 + ear + n_ears) % Makes figures 5, ...
|
tom@516
|
91 image(63 * ((max(0, smooth_nap)/mono_max)' .^ 0.5))
|
tom@516
|
92 title('smooth nap from nap decim')
|
tom@516
|
93 colormap(1 - gray);
|
tom@516
|
94 end
|
dicklyon@563
|
95
|
tom@516
|
96 % Show resulting data, even though M-Lint complains:
|
tom@516
|
97 CF_struct
|
dicklyon@563
|
98 CF_struct.ears(1).CAR_state
|
dicklyon@563
|
99 CF_struct.ears(1).AGC_state
|
tom@516
|
100 min_max_decim = [min(nap_decim(:)), max(nap_decim(:))]
|
dicklyon@563
|
101
|
tom@516
|
102 end
|
tom@516
|
103
|
tom@516
|
104 % Expected result: Figure 3 looks like figure 2, a tiny bit darker.
|
tom@516
|
105 % and figure 4 is empty (all zero)
|