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
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);
Journal_Title :
Audio, Speech, and Language Processing, IEEE Transactions on
DOI :
10.1109/TASL.2012.2207114