An improved adaptive gain equalizer for noise reduction with low speech distortion

In high-quality conferencing systems, it is desired to perform noise reduction with as limited speech distortion as possible. Previous work, based on time varying amplification controlled by signal-to-noise ratio estimation in different frequency subbands, has shown promising results in this regard but can suffer from problems in situations with intense continuous speech. Further, the amount of noise reduction cannot exceed a certain level in order to avoid artifacts. This paper establishes the problems and proposes several improvements. The improved algorithm is evaluated with several different noise characteristics, and the results show that the algorithm provides even less speech distortion, better performance in a multi-speaker environment and improved noise suppression when speech is absent compared with previous work.

[1]  E. Hänsler,et al.  Acoustic Echo and Noise Control: A Practical Approach , 2004 .

[2]  Kah-Chye Tan,et al.  Postprocessing method for suppressing musical noise generated by spectral subtraction , 1998, IEEE Trans. Speech Audio Process..

[3]  Pascal Scalart,et al.  Improved Signal-to-Noise Ratio Estimation for Speech Enhancement , 2006, IEEE Transactions on Audio, Speech, and Language Processing.

[4]  Kiyohiro Shikano,et al.  Musical noise generation analysis for noise reduction methods based on spectral subtraction and MMSE STSA estimation , 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

[5]  Edward Jones,et al.  Combined speech enhancement and auditory modelling for robust distributed speech recognition , 2008, Speech Commun..

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

[7]  Philipos C. Loizou,et al.  Speech Enhancement: Theory and Practice , 2007 .

[8]  Ingvar Claesson,et al.  Speech enhancement for personal communication using an adaptive gain equalizer , 2005, Signal Process..

[9]  Jacob Benesty,et al.  Noise Reduction in Speech Processing , 2009 .

[10]  Fredric Lindström,et al.  A Low-Complexity Delayless Selective Subband Adaptive Filtering Algorithm , 2008, IEEE Transactions on Signal Processing.

[11]  Jacob Benesty,et al.  New insights into the noise reduction Wiener filter , 2006, IEEE Transactions on Audio, Speech, and Language Processing.

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