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Time-Frequency Reassignment Formula

If $ X(t,\omega)$ denotes the STFT at frame-center-time $ t$ and bin-center-frequency $ \omega$ , then the new (``reassigned'') location of the point $ X(t,\omega)$ is computed as

\begin{eqnarray*}
t' &=& t - \frac{\partial \angle X(t,\omega)}{\partial \omega}\\ [5pt] % \isdefs t - \grad_\omega X(t,\omega)
\omega' &=& \frac{\partial \angle X(t,\omega)}{\partial t} % \isdefs \grad_t X(t,\omega)
\end{eqnarray*}

We see that

\begin{eqnarray*}
t' &\!=\!& t\,+ \mbox{ \emph{group delay} of spectral neighborhood $X(t,\omega\pm\epsilon)$}\\
\omega' &\!=\!& \mbox{\emph{instantaneous frequency} of temporal neighborhood} \\
&& X(t\pm\epsilon,\omega)\\
&& \mbox{(a complex narrowband signal centered at frequency $\omega$)}
\end{eqnarray*}

(Instantaneous frequency = Fourier dual of group delay)


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``Lecture 6: Time-Frequency Display'', by Julius O. Smith III, (From Lecture Overheads, Music 421).
Copyright © 2020-06-27 by Julius O. Smith III
Center for Computer Research in Music and Acoustics (CCRMA),   Stanford University
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