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authorChandra Pratap2024-08-07 17:55:03 +0530
committerChandra Pratap2024-08-07 17:55:03 +0530
commit28fc707b0b5793ce2b480f14f2447742fd091860 (patch)
tree7a5e63131aee3e8482de9b55600c7da557b68fb5
parent2d44554c3f4070fc447a6db3da204f7b7e9554d7 (diff)
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Implement stft.sci in Scilab
-rw-r--r--macros/stft.sci206
1 files changed, 128 insertions, 78 deletions
diff --git a/macros/stft.sci b/macros/stft.sci
index 7c30360..1d4b462 100644
--- a/macros/stft.sci
+++ b/macros/stft.sci
@@ -1,89 +1,139 @@
-function [y,c]= stft(x, varargin)
-//Compute the short-time Fourier transform of the vector X
-//Calling Sequence
-//Y = stft (X)
-//Y = stft (X, WIN_SIZE)
-//Y = stft (X, WIN_SIZE, INC)
-//Y = stft (X, WIN_SIZE, INC, NUM_COEF)
-//Y = stft (X, WIN_SIZE, INC, NUM_COEF, WIN_TYPE)
-//[Y,C] = stft (X)
-//[Y,C] = stft (X, WIN_SIZE)
-//[Y,C] = stft (X, WIN_SIZE, INC)
-//[Y,C] = stft (X, WIN_SIZE, INC, NUM_COEF)
-//[Y,C] = stft (X, WIN_SIZE, INC, NUM_COEF, WIN_TYPE)
-//Parameters
-//X: Real scalar or vector
-//WIN_SIZE: Size of the window used
-//INC: Increment
-//WIN_TYPE: Type of window
-//Description
-//Compute the short-time Fourier transform of the vector X with NUM_COEF coefficients by applying a window of WIN_SIZE data points and an increment of INC points.
-//
+function [y, c] = stft(x, win_size, inc, num_coef, win_type)
+//Compute the short-time Fourier transform of the vector X.
+//Calling Sequence:
+//y = stft(x)
+//y = stft(x, win_size)
+//y = stft(x, win_size, inc)
+//y = stft(x, win_size, inc, num_coef)
+//y = stft(x, win_size, inc, num_coef, win_type)
+//[y, c] = stft(x)
+//[y, c] = stft(x, win_size)
+//[y, c] = stft(x, win_size, inc)
+//[y, c] = stft(x, win_size, inc, num_coef)
+//[y, c] = stft(x, win_size, inc, num_coef, win_type)
+//Parameters:
+//x: Real scalar or vector
+//win_size: Size of the window used
+//inc: Increment
+//num_coef: Coefficients of Fourier transform
+//win_type: Type of window
+//Description:
+//Compute the short-time Fourier transform of the vector X with num_coef coefficients by applying a window of win_size data points and an increment of inc points.
//Before computing the Fourier transform, one of the following windows is applied:
-//
//"hanning" -> win_type = 1
-//
//"hamming" -> win_type = 2
-//
//"rectangle" -> win_type = 3
-//
-//The window names can be passed as strings or by the WIN_TYPE number.
-//
-//The following defaults are used for unspecified arguments:WIN_SIZE= 80, INC = 24, NUM_COEF = 64, and WIN_TYPE = 1.
-//
-//Y = stft (X, ...)' returns the absolute values of the Fourier coefficients according to the NUM_COEF positive frequencies.
-//
-//'[Y, C] = stft (x, ...)' returns the entire STFT-matrix Y and a 3-element vector C containing the window size, increment, and window type, which is needed by the 'synthesis' function.
+//The window names can be passed as strings or by the win_type number.
+//The following defaults are used for unspecified arguments: win_sizse = 80, inc = 24, num_coef = 64, and win_type = 1.
+//y = stft(x, ...)' returns the absolute values of the Fourier coefficients according to the NUM_COEF positive frequencies.
+//'[y, c] = stft (x, ...)' returns the entire stft-matrix y and a 3-element vector c containing the window size, increment, and window type,
+//which is needed by the 'synthesis' function.
+//Examples:
+//[y, c] = stft([1; -2; -5])
+//y = []
+//c = [80, 24, 1]
+
+ funcprot(0);
+ rhs = argn(2);
+ if (rhs < 1 | rhs > 5)
+ error("Wrong number of input arguments.");
+ end
+ if (~isvector (x))
+ error ("stft: X must be a vector");
+ end
+
+ if (rhs == 1)
+ win_size = 80;
+ inc = 24;
+ num_coef = 64;
+ win_type = 1;
+ elseif (rhs == 2)
+ inc = 24;
+ num_coef = 64;
+ win_type = 1;
+ elseif (rhs == 3)
+ num_coef = 64;
+ win_type = 1;
+ elseif (rhs == 4)
+ win_type = 1;
+ end
+
+ if (type(win_type) == 10)
+ switch (convstr(win_type, 'l'))
+ case "hanning" , win_type = 1;
+ case "hamming" , win_type = 2;
+ case "rectangle" , win_type = 3;
+ otherwise
+ error ("stft: unknown window type");
+ end
+ end
-funcprot(0);
-lhs= argn(1);
-rhs= argn(2);
+ x = x(:);
-if(rhs <1 | rhs>5)
- error("Wrong number of input arguments");
-end
+ ncoef = 2 * num_coef;
+ if (win_size > ncoef)
+ win_size = ncoef;
+ printf ("stft: window size adjusted to %f\n", win_size);
+ end
+ num_win = fix ((size(x, 'r') - win_size) / inc);
-if(lhs<1 | lhs>2)
- error("Wrong number of output arguments");
-end
+ switch (win_type)
+ case 1 , win_coef = (window('hn', win_size))';
+ case 2 , win_coef = (window('hm', win_size))';
+ case 3 , win_coef = ones (win_size, 1);
+ end
+
+ z = zeros (ncoef, num_win + 1);
+ start = 1;
+ for i = 0:num_win
+ z(1:win_size, i+1) = x(start:start+win_size-1) .* win_coef;
+ start = start + inc;
+ end
+
+ y = fft(z, -1, find(size(z) ~= 1, 1));
+
+ if (nargout() == 1)
+ y = abs(y(1:num_coef, :));
+ else
+ c = [win_size, inc, win_type];
+ end
-select(rhs)
- case 1 then
- select(lhs)
- case 1 then
- y= callOctave("stft", x);
- case 2 then
- [y,c]= callOctave("stft", x);
- end
- case 2 then
- select(lhs)
- case 1 then
- y= callOctave("stft", x,varargin(1));
- case 2 then
- [y,c]= callOctave("stft", x, varargin(1));
- end
- case 3 then
- select(lhs)
- case 1 then
- y= callOctave("stft", x,varargin(1), varargin(2));
- case 2 then
- [y,c]= callOctave("stft", x,varargin(1), varargin(2));
- end
- case 4 then
- select(lhs)
- case 1 then
- y= callOctave("stft", x,varargin(1), varargin(2), varargin(3));
- case 2 then
- [y,c]= callOctave("stft", x,varargin(1), varargin(2), varargin(3));
- end
- case 5 then
- select(lhs)
- case 1 then
- y= callOctave("stft", x,varargin(1), varargin(2), varargin(3), varargin(4));
- case 2 then
- [y,c]= callOctave("stft", x,varargin(1), varargin(2), varargin(3), varargin(4));
- end
-end
endfunction
+//input validation:
+//assert_checkerror("stft()", "Wrong number of input arguments.");
+//assert_checkerror("stft(1, 2, 3, 4, 5, 6)", "Wrong number of input arguments.");
+//assert_checkerror("stft([1 2; 3 4])", "stft: X must be a vector");
+//s = "square";
+//assert_checkerror("stft([1 2 3], 8, 4, 6, s)", "stft: unknown window type");
+
+//tests:
+//assert_checkequal(stft([1 2 3]), stft([1 21 3], 80, 24, 64, 1));
+//assert_checkequal(stft([1 2 3], 80), stft([1 21 3], 80, 24, 64, 1));
+//assert_checkequal(stft([1 2 3], 80, 24), stft([1 21 3], 80, 24, 64, 1));
+//assert_checkequal(stft([1 2 3], 80, 24, 64), stft([1 21 3], 80, 24, 64, 1));
+
+//[y, c] = stft([1; -2; -5]);
+//assert_checkequal(y, []);
+//assert_checkequal(c, [80, 24, 1]);
+
+//y = stft([1 21 3], 3, 2, 2);
+//assert_checkequal(y, [21; 21]);
+
+//[y, c] = stft([1 21 3], 3, 2, 2);
+//assert_checkequal(y, [21; -21*%i; -21; 21*%i]);
+//assert_checkequal(c, [3 2 1]);
+
+//y = stft([1, 3-2*%i, -6-7*%i], 3, 2, 3);
+//assert_checkalmostequal(y, [3.60555; 3.60555; 3.60555], 0.5*10^-5);
+
+//[y c] = stft([1; 3-2*%i; -6-7*%i], 3, 2, 3);
+//assert_checkalmostequal(y, [3-2*%i; -0.2321-3.5981*%i; -3.2321-1.5981*%i; -3+2*%i; 0.2321+3.5981*%i; 3.2321+1.5981*%i], 5*10^-4);
+//assert_checkequal(c, [3 2 1]);
+
+//[y c] = stft([1; 3-2*%i; -1-2*%i], 3, 2, 3, 3);
+//assert_checkalmostequal(y, [3-4*%i; -0.4641-1.7321*%i; 0-1.4641*%i; -3; 5.4641*%i; 6.4641+1.7321*%i], 5*10^-4);
+//assert_checkequal(c, [3 2 3]);
+//y = stft([3*%i; 4*%i; -5*%i], 3, 2, 3, 1);
+//assert_checkequal(y, [4; 4; 4]);