Evaluation of an ERB frequency scale noise reduction for hearing aids: A comparative study

Among speech enhancement methods, the Ephraim and Malah suppression rule (EMSR) has proven to be efficient in reducing the background noise while preventing from a common artefact: the musical noise. From psychoacoustic motivation, an implementation of the EMSR with a perceptually relevant frequency partition is proposed. This implementation is based on non-uniform oversampled filter-banks. The frequency resolution is nevertheless uniform on the equivalent rectangular bandwidth (ERB)-scale. Objective and subjective comparison with classical EMSR and uniform critically decimated filter-banks implementations has been achieved.

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

[2]  Unto K. Laine,et al.  Frequency-warped signal processing for audio applications , 2000 .

[3]  B. Moore An Introduction to the Psychology of Hearing , 1977 .

[4]  B. Moore,et al.  Suggested formulae for calculating auditory-filter bandwidths and excitation patterns. , 1983, The Journal of the Acoustical Society of America.

[5]  David Malah,et al.  Tracking speech-presence uncertainty to improve speech enhancement in non-stationary noise environments , 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).

[6]  B. Moore Perceptual Consequences of Cochlear Damage , 1995 .

[7]  David Malah,et al.  Speech enhancement using a minimum mean-square error log-spectral amplitude estimator , 1984, IEEE Trans. Acoust. Speech Signal Process..

[8]  Julius O. Smith,et al.  Bark and ERB bilinear transforms , 1999, IEEE Trans. Speech Audio Process..

[9]  M. Goodwin Nonuniform filterbank design for audio signal modeling , 1996, Conference Record of The Thirtieth Asilomar Conference on Signals, Systems and Computers.

[10]  Jacob Benesty,et al.  Acoustic signal processing for telecommunication , 2000 .

[11]  E. Zwicker,et al.  Psychoacoustique L’oreille, récepteur d’information , 1982 .

[12]  Andreas Engelsberg,et al.  Comparison of a discrete wavelet transformation and a nonuniform polyphase filterbank applied to spectral-subtraction speech enhancement , 1998, Signal Process..

[13]  A. Spanias,et al.  Perceptual coding of digital audio , 2000, Proceedings of the IEEE.