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author | John W. Eaton <jwe@octave.org> |
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date | Sat, 07 Mar 2009 10:41:27 -0500 |
parents | bc982528de11 |
children | bd8e388043c4 |
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## Copyright (C) 1995, 1996, 1997, 1998, 2000, 2002, 2005, 2006, 2007, 2009 ## Andreas Weingessel ## ## This file is part of Octave. ## ## Octave is free software; you can redistribute it and/or modify it ## under the terms of the GNU General Public License as published by ## the Free Software Foundation; either version 3 of the License, or (at ## your option) any later version. ## ## Octave is distributed in the hope that it will be useful, but ## WITHOUT ANY WARRANTY; without even the implied warranty of ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU ## General Public License for more details. ## ## You should have received a copy of the GNU General Public License ## along with Octave; see the file COPYING. If not, see ## <http://www.gnu.org/licenses/>. ## -*- texinfo -*- ## @deftypefn {Function File} {[@var{y}, @var{c}] =} stft (@var{x}, @var{win_size}, @var{inc}, @var{num_coef}, @var{w_type}) ## Compute the short-term Fourier transform of the vector @var{x} with ## @var{num_coef} coefficients by applying a window of @var{win_size} data ## points and an increment of @var{inc} points. ## ## Before computing the Fourier transform, one of the following windows ## is applied: ## ## @table @asis ## @item hanning ## w_type = 1 ## @item hamming ## w_type = 2 ## @item rectangle ## w_type = 3 ## @end table ## ## The window names can be passed as strings or by the @var{w_type} number. ## ## If not all arguments are specified, the following defaults are used: ## @var{win_size} = 80, @var{inc} = 24, @var{num_coef} = 64, and ## @var{w_type} = 1. ## ## @code{@var{y} = stft (@var{x}, @dots{})} returns the absolute values ## of the Fourier coefficients according to the @var{num_coef} positive ## frequencies. ## ## @code{[@var{y}, @var{c}] = stft (@code{x}, @dots{})} returns the ## entire STFT-matrix @var{y} and a 3-element vector @var{c} containing ## the window size, increment, and window type, which is needed by the ## synthesis function. ## @end deftypefn ## Author: AW <Andreas.Weingessel@ci.tuwien.ac.at> ## Description: Short-term Fourier transform function [Y, c] = stft(X, win, inc, coef, w_type) ## Default values of unspecified arguments. if (nargin < 5) w_type = 1; if (nargin < 4) coef = 64; if (nargin < 3) inc = 24; if (nargin < 2) win = 80; endif endif endif elseif (nargin == 5) if (ischar (w_type)) if (strcmp (w_type, "hanning")) w_type = 1; elseif (strcmp (w_type, "hamming")) w_type = 2; elseif (strcmp (w_type, "rectangle")) w_type = 3; else error ("stft: unknown window type `%s'", w_type); endif endif else print_usage (); endif ## Check whether X is a vector. [nr, nc] = size (X); if (nc != 1) if (nr == 1) X = X'; nr = nc; else error ("stft: X must be a vector"); endif endif num_coef = 2 * coef; if (win > num_coef) win = num_coef; printf ("stft: window size adjusted to %f\n", win); endif num_win = fix ((nr - win) / inc); ## compute the window coefficients if (w_type == 3) ## Rectangular window. WIN_COEF = ones (win, 1); elseif (w_type == 2) ## Hamming window. WIN_COEF = hamming (win); else ## Hanning window. WIN_COEF = hanning (win); endif ## Create a matrix Z whose columns contain the windowed time-slices. Z = zeros (num_coef, num_win + 1); start = 1; for i = 0:num_win Z(1:win, i+1) = X(start:start+win-1) .* WIN_COEF; start = start + inc; endfor Y = fft (Z); if (nargout == 1) Y = abs (Y(1:coef, :)); else c = [win, inc, w_type]; endif endfunction