DocumentCode :
2808157
Title :
Performance of sinusoidal model based amplitude compression in fluctuating noise
Author :
Rutledge, Janet C. ; Nelson, Peggy B. ; Tejero-Calado, Juan Carlos ; Chang, Jonathan K. ; Williams, Russell R., II
Author_Institution :
CSEE Dept., Univ. of Maryland, Baltimore, MD, USA
fYear :
2010
fDate :
14-19 March 2010
Firstpage :
189
Lastpage :
192
Abstract :
Multichannel amplitude compression processing is used to reduce the level variations of speech to fit the reduced dynamic ranges of listeners with sensorineural hearing loss. This processing, however, can result in smearing of temporal information, artifacts due to spectral discontinuities at fixed channel edges, and spectral flattening due to reduced peak-to-valley ratios. Presented here is an implementation of a time-varying compression processing algorithm based on a sinusoidal speech model. The algorithm provides high-quality fast-acting compression, has time-varying frequency channels, is computationally inexpensive and preserves the important spectral peaks in speech. Preliminary results show better performance in periodically fluctuating noise, demonstrating the ability to respond to transients in speech greater than that from fixed-frequency multichannel compression.
Keywords :
acoustic noise; amplitude modulation; hearing; spectral analysis; speech processing; multichannel amplitude compression; noise fluctuation; sensorineural hearing loss; sinusoidal model; spectral discontinuity; spectral flattening; speech processing; temporal information; time-varying frequency channels; transient response; Acoustic noise; Auditory system; Deafness; Dynamic range; Frequency; Noise level; Noise reduction; Signal processing; Speech enhancement; Speech processing; Amplitude compression; fluctuating noise; hearing aids; sensorineural hearing loss; sinusoidal model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
ISSN :
1520-6149
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2010.5496053
Filename :
5496053
Link To Document :
بازگشت