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- function y = stft(x, w, N, H, fs)
- % Analysis/synthesis of a sound using the short-time Fourier transform
- % Authors: J. Bonada, X. Serra, X. Amatriain, A. Loscos
- % x: input sound, w: analysis window (odd size), N: FFT size, H: hop size
- % y: output sound
- %
- %--------------------------------------------------------------------------
- % This source code is provided without any warranties as published in
- % DAFX book 2nd edition, copyright Wiley & Sons 2011, available at
- % http://www.dafx.de. It may be used for educational purposes and not
- % for commercial applications without further permission.
- %--------------------------------------------------------------------------
- M = length(w); % analysis window size
- N2 = N/2+1; % size of positive spectrum
- soundlength = length(x); % length of input sound array
- hM = (M-1)/2; % half analysis window size
- pin = 1+hM; % initialize sound pointer in middle of analysis window
- pend = soundlength-hM; % last sample to start a frame
- fftbuffer = zeros(N,1); % initialize buffer for FFT
- yw = zeros(M,1); % initialize output sound frame
- y = zeros(soundlength,1); % initialize output array
- w = w/sum(w); % normalize analysis window
- k = [0:1:N];
- freq = fs*k/N;
- while pin<pend
- %-----analysis-----%
- %clf;
- xw = x(pin-hM:pin+hM).*w(1:M); % window the input sound
- %plot(freq(1:M), abs(xw));
- %pause
- fftbuffer(:) = 0; % reset buffer
- fftbuffer(1:(M+1)/2) = xw((M+1)/2:M); % zero-phase window in fftbuffer
- fftbuffer(N-(M-1)/2+1:N) = xw(1:(M-1)/2);
- X = fft(fftbuffer); % compute FFT
- mX = 20*log10(abs(X(1:N2))); % magnitude spectrum of positive frequencies
- %subplot(2,1,1)
- %plot(freq(1:N2),mX);
- pX = unwrap(angle(X(1:N2))); % unwrapped phase spect. of positive freq.
- %subplot(2,1,2)
- %plot(freq(1:N2),pX);
- %-----synthesis-----%
- Y = zeros(N,1); % initialize output spectrum
- Y(1:N2) = 10.^(mX/20).*exp(i.*pX); % generate positive freq.
- Y(N2+1:N) = 10.^(mX(N2-1:-1:2)/20).*exp(-i.*pX(N2-1:-1:2));
- % generate neg.freq.
- fftbuffer = real(ifft(Y)); % inverse FFT
- yw(1:(M-1)/2) = fftbuffer(N-(M-1)/2+1:N); % undo zero-phase window
- yw((M+1)/2:M) = fftbuffer(1:(M+1)/2);
- y(pin-hM:pin+hM) = y(pin-hM:pin+hM) + H*yw(1:M); % overlap-add
- pin = pin+H; % advance sound pointer
- end
- wavwrite(y, fs,'out.wav');
- end
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