Title :
Warped DFT as the basis for psychoacoustic model
Author :
Parfieniuk, Marek ; Petrovsky, Alexander
Author_Institution :
Bialystok Tech. Univ., Poland
Abstract :
We consider the warped DFT as an alternative basis for psychoacoustic models. The appropriate construction of the transform is approached, aiming for precise critical band power analysis. It is shown that sufficient spectral resolution can be obtained for sample block lengths several times shorter than the 1024 or 2048 commonly used in the FFT based ear models. Thus, temporal resolution is improved and comparable with that of more complex perceptual models utilizing filter banks. The computational complexity is estimated as acceptable for realtime processing.
Keywords :
audio signal processing; computational complexity; discrete Fourier transforms; hearing; signal resolution; spectral analysis; computational complexity; digital audio processing; ear models; filter banks; precise critical band power analysis; psychoacoustic model; sample block length; spectral resolution; temporal resolution; warped DFT; Auditory system; Bandwidth; Computational complexity; Ear; Filter bank; Frequency; Psychoacoustic models; Psychology; Signal resolution; Speech enhancement;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326794