DocumentCode :
1749425
Title :
A computationally efficient cochlear filter bank for perceptual audio coding
Author :
Baumgarte, Frank
Author_Institution :
Multimedia Commun. Res. Lab., Lucent Technol. Bell Labs., Murray Hill, NJ, USA
Volume :
5
fYear :
2001
fDate :
2001
Firstpage :
3265
Abstract :
Many applications in auditory modeling require analysis filters that approximate the frequency selectivity given by psychophysical data, e.g., from masking experiments using narrow-band maskers. This frequency selectivity is largely determined by the spectral decomposition process inside the human cochlea. Currently used spectral decomposition schemes for masking modeling in audio coding generally do not achieve the non-uniform time and frequency resolution provided by the cochlea. These applications rather take advantage of the computational efficiency of uniform filter banks or transforms at the expense of coding gain. This paper presents a suitable analysis filter-bank structure employing cascaded low-order IIR filters and appropriate downsampling to increase efficiency. In an application example, the filter responses were optimized to model auditory masking effects. The results show that the time and frequency resolution of the filter bank matches or exceeds the masking properties. Thus, the filter bank enables improved masking modeling for audio coding at low computational costs
Keywords :
IIR filters; audio coding; channel bank filters; ear; optimisation; signal resolution; signal sampling; spectral analysis; time-frequency analysis; analysis filter-bank structure; auditory modeling; cascaded low-order IIR filters; cochlear filter bank; downsampling; filter response optimization; frequency resolution; frequency selectivity; masking modeling; perceptual audio coding; psychophysical data; spectral decomposition; time resolution; Audio coding; Auditory system; Band pass filters; Cutoff frequency; Filter bank; Finite impulse response filter; IIR filters; Narrowband; Psychology; Signal resolution;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location :
Salt Lake City, UT
ISSN :
1520-6149
Print_ISBN :
0-7803-7041-4
Type :
conf
DOI :
10.1109/ICASSP.2001.940355
Filename :
940355
Link To Document :
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