Title :
Speech enhancement using sub-band wiener filter with pitch synchronous analysis
Author :
Sunnydayal, V. ; Kumar, T. Kishore
Author_Institution :
Dept. of Electron. & Commun. Eng., Nat. Inst. of Technolgy Warangal, Warangal, India
Abstract :
This paper introduces a novel speech enhancement system based on sub-band wiener filter with pitch synchronous analysis. The perceptual filter bank provides a good auditory representation, good perceptual quality of speech. Sub-band wiener filter based Pitch synchronous analysis reduces drawbacks of fixed window shift. To increase the inter frame similarities the shift of analysis window is based on pitch period. The pitch is extracted by using clipping level method. Further, to reduce noise each sub-band is wiener filtered using a priori SNR with adaptive parameter. Wavelets transform based wiener filter approach works well than DCT based approach. Objective (SNR, segSNR, LLR, LSD, IS,WSS) experiments prove that the new speech enhancement system is capable of significant noise reduction.
Keywords :
Wiener filters; speech enhancement; wavelet transforms; IS; LLR; LSD; WSS; auditory representation; clipping level method; interframe similarities; noise reduction; perceptual filter bank; pitch synchronous analysis; segSNR; speech enhancement; speech perceptual quality; subband Wiener filter; wavelet transform; Noise measurement; Signal to noise ratio; Speech; Speech enhancement; Wavelet packets; Wiener filters; Speech Processing; Speech enhancement; Wavelet packet transform;
Conference_Titel :
Advances in Computing, Communications and Informatics (ICACCI), 2013 International Conference on
Conference_Location :
Mysore
Print_ISBN :
978-1-4799-2432-5
DOI :
10.1109/ICACCI.2013.6637140