A modified a priori SNR for speech enhancement using spectral subtraction rules

The letter addresses the problem of single-channel speech enhancement using a spectral subtraction method. The proposed approach is directed toward finding a self-adaptive averaging factor to estimate the a priori SNR. Performance of the modified averaging factor is evaluated using conventional spectral-subtraction algorithms in which the averaging factor is otherwise kept as a constant. Improved results are obtained in terms of speech quality measures for various types of noise and at different SNR levels when the proposed time-frequency varying averaging factor is adapted in the conventional subtraction rules.

[1]  Christophe Beaugeant,et al.  Noise reduction using perceptual spectral change , 1999, EUROSPEECH.

[2]  Richard M. Schwartz,et al.  Enhancement of speech corrupted by acoustic noise , 1979, ICASSP.

[3]  S. Boll,et al.  Suppression of acoustic noise in speech using spectral subtraction , 1979 .

[4]  Nathalie Virag,et al.  Single channel speech enhancement based on masking properties of the human auditory system , 1999, IEEE Trans. Speech Audio Process..

[5]  Joseph Sylvester Chang,et al.  A parametric formulation of the generalized spectral subtraction method , 1998, IEEE Trans. Speech Audio Process..

[6]  Pascal Scalart,et al.  Speech enhancement based on a priori signal to noise estimation , 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

[7]  John H. L. Hansen,et al.  An effective quality evaluation protocol for speech enhancement algorithms , 1998, ICSLP.

[8]  Ephraim Speech enhancement using a minimum mean square error short-time spectral amplitude estimator , 1984 .

[9]  Soo Ngee Koh,et al.  Low distortion speech enhancement , 2000 .

[10]  Olivier Cappé,et al.  Elimination of the musical noise phenomenon with the Ephraim and Malah noise suppressor , 1994, IEEE Trans. Speech Audio Process..

[11]  Sven Nordholm,et al.  Spectral subtraction using reduced delay convolution and adaptive averaging , 2001, IEEE Trans. Speech Audio Process..

[12]  A.V. Oppenheim,et al.  Enhancement and bandwidth compression of noisy speech , 1979, Proceedings of the IEEE.