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1 % Copyright 2013, Google, Inc.
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2 % Author: Richard F. Lyon
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3 %
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4 % This Matlab file is part of an implementation of Lyon's cochlear model:
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5 % "Cascade of Asymmetric Resonators with Fast-Acting Compression"
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6 % to supplement Lyon's upcoming book "Human and Machine Hearing"
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7 %
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8 % Licensed under the Apache License, Version 2.0 (the "License");
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9 % you may not use this file except in compliance with the License.
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10 % You may obtain a copy of the License at
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11 %
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12 % http://www.apache.org/licenses/LICENSE-2.0
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13 %
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14 % Unless required by applicable law or agreed to in writing, software
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15 % distributed under the License is distributed on an "AS IS" BASIS,
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16 % WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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17 % See the License for the specific language governing permissions and
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18 % limitations under the License.
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19
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ronw@676
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20 function [frame_rate, num_frames] = SAI_Run(CF, input_waves)
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21 % function [CF, SAI_movie] = SAI_Run(CF, input_waves)
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22 % This function runs the CARFAC and display an SAI movie.
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23
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24 n_ch = CF.n_ch;
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25 [n_samp, n_ears] = size(input_waves);
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26 if n_ears ~= CF.n_ears
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27 error('bad number of input_waves channels passed to CARFAC_Run')
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28 end
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29 fs = CF.fs;
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30
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31 seglen = round(fs / 30); % Pick about 30 fps
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32 frame_rate = fs / seglen;
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33 n_segs = ceil(n_samp / seglen);
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34
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35 % Design the SAI parameters.
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36 sai_struct.width = 256;
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37 sai_struct.future_lags = sai_struct.width / 2;
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38 sai_struct.window_width = seglen;
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39 n_triggers = 2;
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40 sai_struct.n_window_pos = n_triggers;
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41 sai_struct.channel_smoothing_scale = 0;
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42
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43
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44 % State stored in sai_struct.
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45 % Make the history buffer.
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46 buffer_width = sai_struct.width + ...
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47 floor((1 + (n_triggers - 1)/2) * sai_struct.window_width);
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48 sai_struct.nap_buffer = zeros(buffer_width, n_ch);
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49 % The SAI frame is transposed to be image-like.
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50 sai_struct.frame = zeros(n_ch, sai_struct.width);
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51
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52 for seg_num = 1:n_segs
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53 % seg_range is the range of input sample indices for this segment
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54 if seg_num == n_segs
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55 % The last segment may be short of seglen, but do it anyway:
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56 seg_range = (seglen*(seg_num - 1) + 1):n_samp;
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57 else
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58 seg_range = seglen*(seg_num - 1) + (1:seglen);
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59 end
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60 % NOTE: seg_naps might have multiple channels.
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61 [seg_naps, CF] = CARFAC_Run_Segment(CF, input_waves(seg_range, :));
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62
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63 % Rectify.
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64 % NOTE: This might not be necessary.
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65 seg_naps = max(0, seg_naps);
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66
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67 if seg_num == n_segs % pad out the last result
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68 seg_naps = [seg_naps; zeros(seglen - size(seg_naps,1), size(seg_naps, 2))];
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69 end
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70
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ronw@676
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71 % Shift new data into the buffer.
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72 n_shift = size(seg_naps, 1);
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73 sai_struct.nap_buffer = [sai_struct.nap_buffer((1 + n_shift):end,:); seg_naps];
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74
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75 sai_struct = SAI_StabilizeLayer(sai_struct);
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76
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77 cmap = 1 - gray; % jet
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78 figure(10)
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79 image(32 * sai_struct.frame);
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80 colormap(cmap);
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81 colorbar
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82
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83 drawnow
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84 % imwrite(32*display_frame, cmap, sprintf('frames/frame%05d.png', seg_num));
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85 end
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86
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87 num_frames = seg_num;
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88
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89 return
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