annotate scripts/signal/stft.m @ 31551:fd29c7a50a78 stable

maint: use commas, semicolons consistently with Octave conventions. * makeValidName.m: Remove %!test and move BIST %!asserts to column 1. * base64decode.m, base64encode.m, which.m, logm.m, uniquetol.m, perms.m: Delete semicolon (';') at end of %!assert BIST. * lin2mu.m, interp2.m, interpn.m, lsqnonneg.m, pqpnonneg.m, uniquetol.m, betainc.m, normalize.m: Add semicolon (';') to end of assert statement within %!test BIST. * __memoize__.m, tar_is_bsd.m, publish.m: Add semicolon (';') to line with keyword "persistent". * stft.m: Use comma (',') after "case" keyword when code immediately follows. * gallery.m: Align commas used in case statements in massive switch block. Remove unnecessary parentheses around a numeric case argument. * ranks.m: Remove semicolon (';') from case statemnt argument.
author Rik <rik@octave.org>
date Sat, 26 Nov 2022 06:32:08 -0800
parents 796f54d4ddbf
children 597f3ee61a48
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
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1 ########################################################################
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2 ##
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3 ## Copyright (C) 1995-2022 The Octave Project Developers
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4 ##
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5 ## See the file COPYRIGHT.md in the top-level directory of this
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6 ## distribution or <https://octave.org/copyright/>.
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7 ##
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8 ## This file is part of Octave.
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9 ##
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10 ## Octave is free software: you can redistribute it and/or modify it
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11 ## under the terms of the GNU General Public License as published by
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12 ## the Free Software Foundation, either version 3 of the License, or
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13 ## (at your option) any later version.
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14 ##
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15 ## Octave is distributed in the hope that it will be useful, but
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16 ## WITHOUT ANY WARRANTY; without even the implied warranty of
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17 ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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18 ## GNU General Public License for more details.
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19 ##
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20 ## You should have received a copy of the GNU General Public License
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21 ## along with Octave; see the file COPYING. If not, see
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22 ## <https://www.gnu.org/licenses/>.
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23 ##
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24 ########################################################################
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25
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26 ## -*- texinfo -*-
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27 ## @deftypefn {} {@var{y} =} stft (@var{x})
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28 ## @deftypefnx {} {@var{y} =} stft (@var{x}, @var{win_size})
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29 ## @deftypefnx {} {@var{y} =} stft (@var{x}, @var{win_size}, @var{inc})
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30 ## @deftypefnx {} {@var{y} =} stft (@var{x}, @var{win_size}, @var{inc}, @var{num_coef})
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31 ## @deftypefnx {} {@var{y} =} stft (@var{x}, @var{win_size}, @var{inc}, @var{num_coef}, @var{win_type})
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32 ## @deftypefnx {} {[@var{y}, @var{c}] =} stft (@dots{})
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33 ## Compute the short-time Fourier transform of the vector @var{x} with
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34 ## @var{num_coef} coefficients by applying a window of @var{win_size} data
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35 ## points and an increment of @var{inc} points.
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36 ##
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37 ## Before computing the Fourier transform, one of the following windows
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38 ## is applied:
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39 ##
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40 ## @table @asis
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41 ## @item @qcode{"hanning"}
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42 ## win_type = 1
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43 ##
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44 ## @item @qcode{"hamming"}
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45 ## win_type = 2
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46 ##
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47 ## @item @qcode{"rectangle"}
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48 ## win_type = 3
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49 ## @end table
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50 ##
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51 ## The window names can be passed as strings or by the @var{win_type} number.
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52 ##
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53 ## The following defaults are used for unspecified arguments:
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54 ## @var{win_size} = 80, @var{inc} = 24, @var{num_coef} = 64, and
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55 ## @var{win_type} = 1.
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56 ##
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57 ## @code{@var{y} = stft (@var{x}, @dots{})} returns the absolute values of the
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58 ## Fourier coefficients according to the @var{num_coef} positive frequencies.
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59 ##
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60 ## @code{[@var{y}, @var{c}] = stft (@var{x}, @dots{})} returns the entire
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61 ## STFT-matrix @var{y} and a 3-element vector @var{c} containing the window
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62 ## size, increment, and window type, which is needed by the @code{synthesis}
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63 ## function.
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64 ## @seealso{synthesis}
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65 ## @end deftypefn
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66
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67 function [y, c] = stft (x, win_size = 80, inc = 24, num_coef = 64, win_type = 1)
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68
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69 if (nargin < 1)
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70 print_usage ();
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71 endif
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72
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73 if (ischar (win_type))
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74 switch (tolower (win_type))
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75 case "hanning" , win_type = 1;
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76 case "hamming" , win_type = 2;
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77 case "rectangle" , win_type = 3;
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78 otherwise
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79 error ("stft: unknown window type '%s'", win_type);
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80 endswitch
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81 endif
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82
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83 ## Check whether X is a vector.
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84 if (! isvector (x))
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85 error ("stft: X must be a vector");
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86 endif
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87 x = x(:);
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88
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89 ncoef = 2 * num_coef;
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90 if (win_size > ncoef)
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91 win_size = ncoef;
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92 printf ("stft: window size adjusted to %f\n", win_size);
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93 endif
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94 num_win = fix ((rows (x) - win_size) / inc);
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95
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96 ## compute the window coefficients
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97 switch (win_type)
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98 case 1 , win_coef = hanning (win_size);
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99 case 2 , win_coef = hamming (win_size);
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100 case 3 , win_coef = ones (win_size, 1);
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101 endswitch
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102
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103 ## Create a matrix Z whose columns contain the windowed time-slices.
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104 z = zeros (ncoef, num_win + 1);
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105 start = 1;
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106 for i = 0:num_win
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107 z(1:win_size, i+1) = x(start:start+win_size-1) .* win_coef;
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108 start += inc;
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109 endfor
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110
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111 y = fft (z);
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112
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113 if (nargout == 1)
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114 y = abs (y(1:num_coef, :));
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115 else
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116 c = [win_size, inc, win_type];
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117 endif
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118
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119 endfunction