SPEECH ENHANCEMENT BASED ON SELF ADAPTIVE LAGRANGE MULTIPLIER WITH WEIGHTED PERCEPTUAL WIENER DE-NOISING TECHNIQUE
Journal: International Journal of Engineering Sciences & Research Technology (IJESRT) (Vol.5, No. 8)Publication Date: 2016-08-30
Authors : S. Arjuna Rao; K. Murali Krishna;
Page : 220-234
Keywords : KEYWORDS: intelligibility; wiener filter; Lagrange multipliers; threshold value; psychoacoustically.;
Abstract
The most voice based communication systems facing many problems such as lack of perceptual clarity, musical noise or residual noise, speech distortion and noise distortion. The main objective of speech enhancement is to improve the speech quality and intelligibility. By using wiener filter with Lagrange multiplier makes tradeoff between the speech distortion and residual noise, when the value of Lagrange multiplier is greater than or equal to zero otherwise causes speech distortion and residual noise. The perceptual wiener filter also contains some residual noise and there is a nonlinear relationship between the Lagrange multiplier and threshold value causes noise distortion. In this a Psycho acoustically motivated method is used for choosing better Lagrange multiplier value and to avoid nonlinear relationship. The objective evaluation showed that the proposed method performance is better than different existing methods.
Other Latest Articles
- Design and Development of Pipeline Cleaning Robot
- A COMPREHENSIVE STUDY ON ETHICAL HACKING
- Oil Contaminated Sea Water Recovery System Using Composite Textile Absorption Media
- FLEXURAL STRENGTH OF TWO-WAY RC SLABS RETROFITTED WITH BASALT FIBER REINFORCED POLYMER (BFRP)
- EFFECTS OF COOPERATIVE LEARNING APPROACH ON THE ALGEBRA PERFORMANCE OF MARITIME STUDENTS OF THE NAVAL STATE UNIVERSITY, NAVAL, BILIRAN PROVINCE
Last modified: 2016-08-08 19:31:54