Title :
Appropriate Windowing in Speech Parameter Extraction
Author :
Kar, Moushmi ; Thakur, Mrs Kavita ; Zadgaonkar, A.S. ; Singh, Bikesh Kr
Author_Institution :
Dept. of Electron. Eng., SSIPMT, Raipur, India
Abstract :
This study discusses the difficulties of short term analysis of speech signals and shows that appropriate windowing is very crucial for obtaining reliable spectra. Once windowing is performed properly, it reveals clearly Formant information. In this paper we dealt with the effect of windowing in extraction of speech parameter. Choosing a appropriate window consists of selecting the type, length and placement of window. Ideally, the window spectrum would have a narrow main lobe and small side lobes. We design band pass FIR filters for estimation of speech parameters using window methods & compare several standard windows in terms of the parameters that reflect the effect of resolution degradation due to the mainlobe, leakage due to the near side lobe. In this paper attempt was carried out mainly to deal with the effect of side lobe attenuation and optimal side lobe attenuation for standard window function used in short term analysis has been proposed.
Keywords :
FIR filters; band-pass filters; speech processing; band pass FIR filters; finite impulse response filters; side lobe attenuation effect; speech parameter extraction; window function; window length; window methods; window placement; window spectrum; window type; Attenuation; Band pass filters; Computational efficiency; Feature extraction; Finite impulse response filter; Speech; side lobe attenuation; speech feature extraction; window;
Conference_Titel :
Advances in Recent Technologies in Communication and Computing (ARTCom), 2010 International Conference on
Conference_Location :
Kottayam
Print_ISBN :
978-1-4244-8093-7
Electronic_ISBN :
978-0-7695-4201-0
DOI :
10.1109/ARTCom.2010.12