Recently, a 'gammachirp' function has been derived as an optimal auditory filter function in terms of minimal uncertainty in a joint time and modified-scale representation if the scale transform defined by Cohen is used in the auditory system. The gammatone function, which is widely used as the impulse response of a linear auditory filter, is a first-order approximation of the 'gammachirp' function consisting of a chirp carrier with an envelope that is a gamma distribution function. In this paper, the optimality of the 'gammachirp' function is argued for the general Mellin transform since Cohen's scale transform is a specific example of the Mellin transform. A sample speech signal is analyzed to demonstrate the properties of a joint time and scale distribution derived with a short-time Mellin transform in comparison with a short-time Fourier spectrum.
[1]
E. de Boer,et al.
On cochlear encoding: potentialities and limitations of the reverse-correlation technique.
,
1978,
The Journal of the Acoustical Society of America.
[2]
R. Patterson,et al.
Complex Sounds and Auditory Images
,
1992
.
[3]
I. Toshio.
An optimal auditory filter
,
1995,
Proceedings of 1995 Workshop on Applications of Signal Processing to Audio and Accoustics.
[4]
Leon Cohen,et al.
The scale representation
,
1993,
IEEE Trans. Signal Process..
[5]
L. Carney,et al.
Temporal coding of resonances by low-frequency auditory nerve fibers: single-fiber responses and a population model.
,
1988,
Journal of neurophysiology.