Title :
Warped linear time invariant systems and their application in audio signal processing
Author :
Garas, John ; Sommen, Piet C U
Author_Institution :
Dept. of Electr. Eng., Eindhoven Univ. of Technol., Netherlands
Abstract :
The main goal behind coordinate transformation (warping) of a linear time invariant (LTI) system is to represent its signals in terms of new basis functions that better suit the application in hand. Unitary operators simplify the analysis considerably; therefore, they are used to derive the relations between variables in the original and warped domains. These relations show that an LTI system can be warped by processing its input signals with a unitary warping transformation. An efficient implementation of this warping transformation, that is based on a nonuniform sampling theorem, is given; which allows applying the warping principle in real-time applications. As an example of exploiting this technique, it is shown that sampling an audio signal at exponentially spaced moments changes the underlying coordinates of its signal processing system to suit those of the human auditory system
Keywords :
Fourier transforms; audio signal processing; hearing; linear systems; signal representation; signal sampling; Fourier transform; LTI system; audio signal processing; audio signal sampling; basis functions; coordinate transformation; exponentially spaced moments; human auditory system; input signals; nonuniform sampling theorem; real-time applications; signal representation; unitary operators; unitary warping transformation; warped linear time invariant systems; Adaptive signal processing; Auditory system; Frequency domain analysis; Hilbert space; Humans; Nonuniform sampling; Signal processing; Signal sampling; Time invariant systems; Transform coding;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5041-3
DOI :
10.1109/ICASSP.1999.756273