DocumentCode
1553801
Title
An FIR Implementation of Zero Frequency Filtering of Speech Signals
Author
Srinivas, Kruthiventi S S ; Prahallad, Kishore
Author_Institution
Indian Inst. of Technol. Madras, Chennai, India
Volume
20
Issue
9
fYear
2012
Firstpage
2613
Lastpage
2617
Abstract
Zero frequency filtering is a technique used in the characterization and analysis of glottal activity from speech signals. The filter design originally proposed has an infinite impulse response (IIR) filter followed by two successive finite impulse response (FIR) filters. In this paper, the process of its computation is analyzed and a simplified FIR implementation is proposed by employing the inherent pole-zero cancellation involved in the process. Theoretical proofs are derived in both, frequency and time domains. We show that the theoretically derived FIR filter is a convolution of two filters, whose impulse responses are triangular shaped. The advantage of the proposed FIR filter lies in reduction of computational requirements for zero frequency filtering which include - 1) use of single-precision floating point and 2) stability of the filter.
Keywords
FIR filters; IIR filters; convolution; poles and zeros; speech processing; FIR filters; IIR; glottal activity; infinite impulse response filter; pole zero cancellation; single precision floating point; speech signals; zero frequency filtering; Finite impulse response filter; Resonant frequency; Speech; Time domain analysis; Time frequency analysis; Finite Impulse response (FIR) filter; glottal activity detection; infinite impulse response (IIR) filter; zero frequency filtering (FZF);
fLanguage
English
Journal_Title
Audio, Speech, and Language Processing, IEEE Transactions on
Publisher
ieee
ISSN
1558-7916
Type
jour
DOI
10.1109/TASL.2012.2207114
Filename
6232450
Link To Document