Real time decomposition of speech into modulated components
Author(s) -
Yadong Wang,
R. Kumaresan
Publication year - 2006
Publication title -
the journal of the acoustical society of america
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.619
H-Index - 187
eISSN - 1520-8524
pISSN - 0001-4966
DOI - 10.1121/1.2198567
Subject(s) - band pass filter , instantaneous phase , computer science , signal (programming language) , envelope (radar) , speech recognition , decomposition , filter (signal processing) , filter bank , comb filter , acoustics , speech processing , physics , telecommunications , computer vision , optics , ecology , radar , biology , programming language
Motivated by the active process of the outer hair cell (OHC) in the mammalian inner ear, a real time decomposition of speech into modulated components is presented. A generalized phase lock loop (GPLL) was applied to decompose the speech signal into its envelope and positive instantaneous frequency (PIF) parts, which can be further processed and represented by timing information alone. A log-derivative operator is applied to the bandpass signal. Analytic and antianalytic components occupying non overlapping frequency bands are separated by filtering. The proposed algorithms are used to represent speech signals processed through a bandpass filter bank.
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