The Filter Bank Summation (FBS) Interpretation of the Short Time
Fourier Transform (STFT)
Portnoff WindowsSearch Spectral Audio Signal Processing
Would you like to be notified by email when Julius Orion Smith III publishes a new entry into his blog?
In 1976 [201], Portnoff observed that any window
of the form
Portnoff suggested that, in practical usage, windowed data segments
longer that the FFT size should be time-aliased about length
prior to taking the FFT. This result is readily derived from the
definition of the time-normalized STFT introduced in Eq.
(7.3):
where
as usual.
Choosing
allows multiple sidelobes of the sinc function to
alias in on the main lobe. This gives channel filters in the
frequency domain which are sharper bandpass filters while remaining COLA.
I.e., there is less channel cross-talk in the frequency domain.
However, the time-aliasing
corresponds to undersampling in the frequency domain, implying less
robustness to spectral modifications, since such modifications can
disturb the time-domain aliasing cancellation. Since the hop size
needs to be less than
, the overall filter bank based on a Portnoff
window remains oversampled in the time domain.
