Title :
A Time-Recursive Adaptive Algorithm for Colored Noise Reduction in Speech Enhancement
Author :
Udrea, Radu Mihnea ; Vizireanu, Dragos Nicolae ; Oprea, Claudia Cristina ; Pirnog, Ionut
Author_Institution :
Telecommun. Dept., Politeh. Univ. of Bucharest, Bucharest, Romania
Abstract :
We propose an improved spectral subtraction method for the reduction of colored acoustic noise added to the speech. Our implementation uses a time-recursive algorithm for estimation of the noise power spectral density and a multi-band spectral over subtraction method to reduce the colored noise. Simulations show a better quality in terms of Itakura Saito distance and perceptual evaluation of quality for the enhanced speech. Using the proposed speech enhancement method, a very good speech quality with less musical noise and with minimal speech distortion is obtained.
Keywords :
distortion; speech enhancement; Itakura Saito distance; colored noise reduction; minimal speech distortion; noise power spectral density; speech enhancement method; time-recursive adaptive algorithm; Acoustic noise; Adaptive algorithm; Additive noise; Colored noise; Degradation; Frequency estimation; Noise level; Noise reduction; Signal to noise ratio; Speech enhancement; colored noise; noise estimation; spectral subtraction; speech enhancement;
Conference_Titel :
Telecommunications (AICT), 2010 Sixth Advanced International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6748-8
DOI :
10.1109/AICT.2010.69