Title :
A constant-Q spectral transformation with improved frequency response
Author :
Graziosi, Danillo B. ; Dos Santos, Cristiano N. ; Netto, Sergio L. ; Biscainho, Luiz W P
Author_Institution :
PEE-COPPE, UFRJ, Rio de Janeiro, Brazil
Abstract :
This paper introduces a new transform intended for audio processing. The proposed transform exhibits two interesting features in the frequency domain, namely: a constant-Q characteristic and a steep response for each output channel. Constant-Q implies that the spectral description of the transformed signal is performed along a log-like scale, as opposed to the linear scale of standard transforms, such as the discrete Fourier transform (DFT). The consequent variable resolution makes the new transform especially suited for the analysis of musical audio signals. The improved frequency response, as compared also to the DFT, is achieved by its implementation as a bank of very selective filters based on the frequency-response masking (FRM) approach. Such selectivity results in higher isolation between adjacent channels of the overall transform. Application of the new transform to the analysis of musical signals is illustrated through a computer experiment.
Keywords :
audio signal processing; channel bank filters; discrete Fourier transforms; frequency response; music; spectral analysis; audio processing; constant-Q characteristic; constant-Q spectral transformation; discrete Fourier transform; frequency-response masking; musical audio signal analysis; output channel steep response; selective filter banks; signal spectral description; signal transformation; variable resolution; Discrete Fourier transforms; Discrete transforms; Filter bank; Fourier transforms; Frequency conversion; Frequency domain analysis; Frequency response; Power harmonic filters; Signal analysis; Signal resolution;
Conference_Titel :
Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
Print_ISBN :
0-7803-8251-X
DOI :
10.1109/ISCAS.2004.1329710