Title :
A `gammachirp´ function as an optimal auditory filter with the Mellin transform
Author_Institution :
NTT Basic Res. Labs., Kanagawa, Japan
Abstract :
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 (1989) 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. 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
Keywords :
band-pass filters; filtering theory; gamma distribution; hearing; signal representation; speech processing; transforms; transient response; Cohen scale transform; auditory system; chirp carrier; envelope; first-order approximation; gamma distribution function; gammachirp function; gammatone function; impulse response; linear auditory filter; minimal uncertainty; modified-scale representation; optimal auditory filter; sample speech signal; scale distribution; short-time Fourier spectrum; short-time Mellin transform; speech signal analysis; time distribution; time representation; Auditory system; Chirp; Computational modeling; Distribution functions; Filters; Fourier transforms; Frequency; Signal processing; Speech analysis; Uncertainty;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-3192-3
DOI :
10.1109/ICASSP.1996.543287