Title :
Speech enhancement using spectral over-subtraction and residual noise reduction
Author :
Udrea, R.M. ; Ciochina, Silviu
Abstract :
In this paper, we propose an improved spectral subtraction method for enhancing noise-corrupted speech. This implementation uses over-subtraction method for power spectral subtraction and a modified residual noise reduction algorithm to eliminate musical noise. Performance of the algorithm was compared with previous spectral subtraction methods using both Gaussian white noise and car noise. Proposed method performs substantially better than spectral subtraction because of the absence of any "musical noise" artifacts in the processed speech, therefore it is suitable for speech recognition.
Keywords :
Gaussian noise; spectral analysis; speech enhancement; speech recognition; Gaussian white noise; car noise; musical noise elimination; noise-corrupted speech; over-subtraction method; power spectral subtraction; residual noise reduction; spectral subtraction method; speech enhancement; speech recognition;
Conference_Titel :
Signals, Circuits and Systems, 2003. SCS 2003. International Symposium on
Print_ISBN :
0-7803-7979-9
DOI :
10.1109/SCS.2003.1226974