Title :
Experimental study on rationality of ‘Hilbert envelope’ based on Empirical Mode Decomposition
Author :
Meng, Qinglin ; Yuan, Meng ; Zhao, Jianping ; Feng, Haihong
Author_Institution :
Shanghai Acoust. Lab., Graduate Univ. of Chinese Acad. of Sci., China
Abstract :
In auditory science, Hilbert transform (HT) was used for decomposition of temporal envelope (E) and fine structure (TFS) [1]. Sometimes the envelope is called `Hilbert envelope´. Although HT has rigorous mathematical definition, it has little intrinsic physical relationship with E or TFS. Aims to investigate the rationality of that method for E or TFS extraction, this study introduced Empirical Mode Decomposition (EMD). Experiment results showed that HT was usually rational for envelope extraction of narrow-band signals, but not for that of non-narrow-band signals. However, please keep in mind that this conclusion is not a definite proof but a experimental implication under the theory of EMD.
Keywords :
Hilbert transforms; audio signal processing; E extraction; EMD; HT; Hilbert envelope rationality; Hilbert transforms; TFS extraction; auditory science; empirical mode decomposition; fine structure decomposition; narrow-band signals; temporal envelope decomposition; Band pass filters; Bandwidth; Cutoff frequency; Frequency modulation; Speech;
Conference_Titel :
Audio, Language and Image Processing (ICALIP), 2012 International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-0173-2
DOI :
10.1109/ICALIP.2012.6376690