Title :
Log-magnitude modelling of auditory tuning curves
Author :
Lin, L. ; Ambikairajah, E. ; Holmes, W.H.
Author_Institution :
Sch. of Electr. Eng. & Telecommun., New South Wales Univ., Sydney, NSW, Australia
Abstract :
We propose the novel application of a technique for filter design that can accurately fit measured tuning curves for the auditory fibres in the log-magnitude domain. This method provides pole-zero filters with guaranteed stability, and its log-magnitude domain criterion allows tuning curves with very steep slopes to be accurately modelled with an 8 th to 10th order pole-zero filter. Thus, this technique can also be used to design a new set of critical band filters with superior frequency domain characteristics compared with the well-known gammatone filter bank. The filter bank designed using this technique has applications in auditory-based speech and audio analysis
Keywords :
audio signal processing; curve fitting; digital filters; frequency-domain synthesis; modelling; poles and zeros; speech processing; stability; audio analysis; auditory fibres; auditory tuning curves; auditory-based speech analysis; critical band filters; filter bank; filter design; frequency domain characteristics; guaranteed stability; log-magnitude modelling; measured tuning curve fitting; pole-zero filters; Auditory system; Biomembranes; Digital filters; Filter bank; Frequency domain analysis; IIR filters; Poles and zeros; Speech analysis; Tail; Tuning;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location :
Salt Lake City, UT
Print_ISBN :
0-7803-7041-4
DOI :
10.1109/ICASSP.2001.940362