High-Selectivity Filter Banks for Spectral Analysis of Music Signals
<p/> <p>This paper approaches, under a unified framework, several algorithms for the spectral analysis of musical signals. Such algorithms include the fast Fourier transform (FFT), the fast filter bank (FFB), the constant- <inline-formula><graphic file="1687-6180-2007-09470...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
SpringerOpen
2007-01-01
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| Series: | EURASIP Journal on Advances in Signal Processing |
| Online Access: | http://asp.eurasipjournals.com/content/2007/094704 |
| Summary: | <p/> <p>This paper approaches, under a unified framework, several algorithms for the spectral analysis of musical signals. Such algorithms include the fast Fourier transform (FFT), the fast filter bank (FFB), the constant- <inline-formula><graphic file="1687-6180-2007-094704-i1.gif"/></inline-formula> transform (C <inline-formula><graphic file="1687-6180-2007-094704-i2.gif"/></inline-formula>T), and the bounded- <inline-formula><graphic file="1687-6180-2007-094704-i3.gif"/></inline-formula> transform (B <inline-formula><graphic file="1687-6180-2007-094704-i4.gif"/></inline-formula>T), previously known from the associated literature. Two new methods are then introduced, namely, the constant- <inline-formula><graphic file="1687-6180-2007-094704-i5.gif"/></inline-formula> fast filter bank (C <inline-formula><graphic file="1687-6180-2007-094704-i6.gif"/></inline-formula>FFB) and the bounded- <inline-formula><graphic file="1687-6180-2007-094704-i7.gif"/></inline-formula> fast filter bank (B <inline-formula><graphic file="1687-6180-2007-094704-i8.gif"/></inline-formula>FFB), combining the positive characteristics of the previously mentioned algorithms. The provided analyses indicate that the proposed B <inline-formula><graphic file="1687-6180-2007-094704-i9.gif"/></inline-formula>FFB achieves an excellent compromise between the reduced computational effort of the FFT, the high selectivity of each output channel of the FFB, and the efficient distribution of frequency channels associated to the C <inline-formula><graphic file="1687-6180-2007-094704-i10.gif"/></inline-formula>T and B <inline-formula><graphic file="1687-6180-2007-094704-i11.gif"/></inline-formula>T methods. Examples are included to illustrate the performances of these methods in the spectral analysis of music signals.</p> |
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| ISSN: | 1687-6172 1687-6180 |