Title :
A modified constant-Q transform for audio signals
Author :
Dos Santos, Cristiano N. ; Netto, Sergio L. ; Biscainho, Luiz W P ; Graziosi, Danillo B.
Author_Institution :
PEE/COPPE, Univ. Fed. do Rio de Janeiro, Brazil
Abstract :
The paper proposes a new transform for musical audio signals. The new transform, so-called modified constant-Q fast filter bank (mCQFFB), yields a log-like description in the frequency domain with improved frequency response when compared to the standard DFT. The improved frequency response of the mCQFFB is achieved by interpreting the sliding-DFT (sDFT) as a multi-stage filter bank, and substituting the sDFT basic filter in this description by a higher-order filter with improved characteristics. The logarithmic spectral scale of the mCQFFB is achieved by the adequate resampling of a chosen channel filter. We also discuss implementation issues related to the mCQFFB and exemplify its application to the analysis of musical signals.
Keywords :
audio signal processing; channel bank filters; discrete Fourier transforms; filtering theory; frequency response; frequency-domain analysis; sampling methods; channel filter; frequency domain analysis; frequency response; logarithmic spectral scale; modified constant-Q fast filter bank; multi-stage filter bank; musical audio signals; resampling; sliding-DFT; Application software; Channel bank filters; Discrete Fourier transforms; Filter bank; Frequency domain analysis; Frequency response; Information analysis; Quantum computing; Signal analysis; Signal resolution;
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.2004.1326296