Feature Extraction Method for Hidden Information in Audio Streams Based on HM-EMD
Algorithm 2
Heuristic empirical mode decomposition with a masking signal.
Input: signal x (t), supposed IMF number i
Output: intrinsic mode function, IMF
(1)
= x (t), i = 1.
(2)
Get the first IMF of the signal residual , calculate the mean and variance of , and use formula (8) to determine whether there is a hiding jump point. Variable analysis window is constructed according to the hiding jump point and is segmented.
(3)
Construct mask signal for each :.
(4)
Do EMD on and ; get the first IMF and .
(5)
Let = ( + )/2, and splice all the divided pieces.
(6)
i = i + 1, = – , return to step 2, until , or no new IMF is required.