-
Notifications
You must be signed in to change notification settings - Fork 7
/
Copy pathoriginal_FFT_functions.js
65 lines (55 loc) · 1.86 KB
/
original_FFT_functions.js
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
this.STFT = function(inputFrame, windowFrame, wantedSize, out) {
var winSize = windowFrame.length;
var _inputFrame = new Array(winSize);
var fftFrame = new Array(2*winSize);
for (var i=0; i<winSize; i++) {
_inputFrame[i] = inputFrame[i] * windowFrame[i];
}
var fft = new FFT.complex(winSize, false);
fft.simple(fftFrame, _inputFrame, 'real');
out.real = new Array(Math.min(winSize,wantedSize));
out.imag = new Array(Math.min(winSize,wantedSize));
out.magnitude = new Array(Math.min(winSize,wantedSize));
out.phase = new Array(Math.min(winSize,wantedSize));
for (var p=0; p<winSize && p<wantedSize; p++) {
var real = out.real; var imag = out.imag;
var phase = out.phase; var magnitude = out.magnitude;
real[p] = fftFrame[2*p];
imag[p] = fftFrame[2*p+1];
magnitude[p] = Math.sqrt(imag[p]*imag[p] + real[p]*real[p]);
phase[p] = Math.atan2(imag[p], real[p]);
}
return;
}
this.ISTFT = function(real, imaginary, windowFrame, restoreEnergy, output2) {
var input = new Array(2 * real.length);
var output1 = new Array(2 * real.length);
for (var i=0; i<real.length; i++) {
input[2*i] = real[i];
input[2*i+1] = imaginary[i];
}
var ifft = new FFT.complex(real.length, true);
ifft.simple(output1, input, 'complex');
if (restoreEnergy) {
var energy1 = 0;
var energy2 = 0;
var eps = 2.2204e-16;
for (var i=0; i<windowFrame.length; i++) {
energy1 += Math.abs(output1[2*i]);
output2[i] = output1[2*i] / windowFrame.length;
output2[i] *= windowFrame[i];
energy2 += Math.abs(output1[2*i]);
output2[i] *= energy1/(energy2+eps);
}
} else if (windowFrame) {
for (var i=0; i<windowFrame.length; i++) {
output2[i] = output1[2*i] / windowFrame.length;
output2[i] *= windowFrame[i];
}
} else {
for (var i=0; i<real.length; i++) {
output2[i] = output1[2*i] / real.length;
}
}
return;
}