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<H1><A ID="SECTION001190000000000000000"></A>
<A ID="sect7.pitchshift"></A>
<BR>
Pitch shifting
</H1>
<P>
A favorite use of variable delay lines is to alter the pitch of an incoming
sound using the Doppler effect. It may be desirable to alter the pitch
variably (randomly or periodically, for example), or else
to maintain a fixed musical interval of transposition over a length of time.
<P>
Returning to Figure <A HREF="node113.html#fig07.17">7.17</A>, we see that with a single variable
delay line we can maintain any desired pitch shift for a limited
interval of time, but if we wish to sustain a fixed transposition we will always
eventually land outside the diagonal strip of admissible delay times. In
the simplest scenario, we simply vary the transposition up and down so as to remain
in the strip.
<P>
<DIV ALIGN="CENTER"><A ID="fig07.19"></A><A ID="8151"></A>
<TABLE>
<CAPTION ALIGN="BOTTOM"><STRONG>Figure 7.19:</STRONG>
Vibrato using a variable delay line. Since the pitch shift
alternates between upward and downward, it is possible to maintain it without
drifting outside the strip of admissible delay.</CAPTION>
<TR><TD><IMG
WIDTH="380" HEIGHT="344" BORDER="0"
SRC="img799.png"
ALT="\begin{figure}\psfig{file=figs/fig07.19.ps}\end{figure}"></TD></TR>
</TABLE>
</DIV>
<P>
This works, for example, if we wish to apply vibrato
to a sound as shown in Figure <A HREF="#fig07.19">7.19</A>.
Here the delay function is
<BR><P></P>
<DIV ALIGN="CENTER">
<!-- MATH
\begin{displaymath}
d[n] = {d_0} + a \cos(\omega n)
\end{displaymath}
-->
<IMG
WIDTH="145" HEIGHT="28" BORDER="0"
SRC="img800.png"
ALT="\begin{displaymath}
d[n] = {d_0} + a \cos(\omega n)
\end{displaymath}">
</DIV>
<BR CLEAR="ALL">
<P></P>
where <IMG
WIDTH="18" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img801.png"
ALT="$d_0$"> is the average delay, <IMG
WIDTH="11" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img4.png"
ALT="$a$"> is the amplitude of variation about
the average delay, and <IMG
WIDTH="14" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img27.png"
ALT="$\omega $"> is an angular frequency. The Momentary
Transposition (Page <A HREF="node113.html#eq.momentarydel"><IMG ALIGN="BOTTOM" BORDER="1" ALT="[*]"
SRC="crossref.png"></A>), is approximately
<BR><P></P>
<DIV ALIGN="CENTER">
<!-- MATH
\begin{displaymath}
t = 1 + a \omega \cos(\omega n - \pi/2)
\end{displaymath}
-->
<IMG
WIDTH="174" HEIGHT="28" BORDER="0"
SRC="img802.png"
ALT="\begin{displaymath}
t = 1 + a \omega \cos(\omega n - \pi/2)
\end{displaymath}">
</DIV>
<BR CLEAR="ALL">
<P></P>
This ranges in value between <IMG
WIDTH="49" HEIGHT="29" ALIGN="MIDDLE" BORDER="0"
SRC="img803.png"
ALT="$1 - a \omega$"> and <IMG
WIDTH="49" HEIGHT="29" ALIGN="MIDDLE" BORDER="0"
SRC="img804.png"
ALT="$1 + a \omega$">.
<P>
<DIV ALIGN="CENTER"><A ID="fig07.20"></A><A ID="8159"></A>
<TABLE>
<CAPTION ALIGN="BOTTOM"><STRONG>Figure 7.20:</STRONG>
Piecewise linear delay functions to maintain a constant transposition
(except at the points of discontinuity). The outputs are enveloped as suggested
by the bars above each point, to smooth the output at the points of discontinuity
in delay time.</CAPTION>
<TR><TD><IMG
WIDTH="325" HEIGHT="346" BORDER="0"
SRC="img805.png"
ALT="\begin{figure}\psfig{file=figs/fig07.20.ps}\end{figure}"></TD></TR>
</TABLE>
</DIV>
<P>
Suppose, on the other hand, that we wish to maintain a constant transposition
over a longer interval of time. In this case we can't maintain the
transposition forever, but it is still possible to maintain it over fixed
intervals of time broken by discontinuous changes, as shown in Figure
<A HREF="#fig07.20">7.20</A>.
The delay time is the output of a suitably normalized sawtooth function, and
the output of the variable delay line is enveloped as shown in the figure
to avoid discontinuities.
<P>
<DIV ALIGN="CENTER"><A ID="fig07.21"></A><A ID="8165"></A>
<TABLE>
<CAPTION ALIGN="BOTTOM"><STRONG>Figure 7.21:</STRONG>
Using a variable delay line as a pitch shifter. The sawtooth wave
creates a smoothly increasing or decreasing delay time. The output of the
delay line is enveloped to avoid discontinuities.
Another copy of the same diagram should run 180 degrees (<IMG
WIDTH="13" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img41.png"
ALT="$\pi $"> radians) out
of phase with this one.</CAPTION>
<TR><TD><IMG
WIDTH="281" HEIGHT="403" BORDER="0"
SRC="img806.png"
ALT="\begin{figure}\psfig{file=figs/fig07.21.ps}\end{figure}"></TD></TR>
</TABLE>
</DIV>
<P>
This is accomplished as shown in Figure <A HREF="#fig07.21">7.21</A>.
The output of the sawtooth generator is used in two ways. First it is adjusted
to run between the bounds <IMG
WIDTH="18" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img807.png"
ALT="${d_0}$"> and <IMG
WIDTH="45" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img808.png"
ALT="${d_0}+s$">, and this adjusted sawtooth
controls the delay time, in samples. The initial delay <IMG
WIDTH="18" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img801.png"
ALT="$d_0$"> should be at
least enough to make the variable delay feasible; for four-point interpolation
it must be at least one sample. Larger values of <IMG
WIDTH="18" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img801.png"
ALT="$d_0$"> add a constant,
additional delay to the output; this is usually offered as a control in a
pitch shifter since it is essentially free. The quantity <IMG
WIDTH="10" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img208.png"
ALT="$s$"> is sometimes
called the
<A ID="8171"></A><I>window size</I>. It corresponds roughly to the sample length in a
looping sampler (Section <A HREF="node28.html#sect2.sampling">2.2</A>).
<P>
The sawtooth output is also used to envelope the output in exactly the same
way as in the enveloped wavetable sampler of Figure <A HREF="node29.html#fig02.07">2.7</A>
(Page <A HREF="node29.html#fig02.07"><IMG ALIGN="BOTTOM" BORDER="1" ALT="[*]"
SRC="crossref.png"></A>). The
envelope is zero at the points where the sawtooth wraps around, and in
between, rises smoothly to a maximum value of 1 (for unit gain).
<P>
If the frequency of the sawtooth wave is <IMG
WIDTH="13" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img112.png"
ALT="$f$"> (in cycles per second), then
its value sweeps from 0 to 1 every <IMG
WIDTH="33" HEIGHT="32" ALIGN="MIDDLE" BORDER="0"
SRC="img809.png"
ALT="$R/f$"> samples (where <IMG
WIDTH="15" HEIGHT="14" ALIGN="BOTTOM" BORDER="0"
SRC="img36.png"
ALT="$R$"> is the sample rate).
The difference between successive values is thus <IMG
WIDTH="33" HEIGHT="32" ALIGN="MIDDLE" BORDER="0"
SRC="img810.png"
ALT="$f/R$">. If we let <IMG
WIDTH="31" HEIGHT="32" ALIGN="MIDDLE" BORDER="0"
SRC="img80.png"
ALT="$x[n]$">
denote the output of the sawtooth oscillator, then
<BR><P></P>
<DIV ALIGN="CENTER">
<!-- MATH
\begin{displaymath}
x[n+1] - x[n] = {f \over R}
\end{displaymath}
-->
<IMG
WIDTH="136" HEIGHT="39" BORDER="0"
SRC="img811.png"
ALT="\begin{displaymath}
x[n+1] - x[n] = {f \over R}
\end{displaymath}">
</DIV>
<BR CLEAR="ALL">
<P></P>
(except at the wraparound points). If we adjust the output range of the
wavetable oscillator to the value <IMG
WIDTH="10" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img208.png"
ALT="$s$"> (as is done in the figure) we get a
new slope:
<BR><P></P>
<DIV ALIGN="CENTER">
<!-- MATH
\begin{displaymath}
s \cdot x[n+1] - s \cdot x[n] = {{sf} \over R}
\end{displaymath}
-->
<IMG
WIDTH="180" HEIGHT="39" BORDER="0"
SRC="img812.png"
ALT="\begin{displaymath}
s \cdot x[n+1] - s \cdot x[n] = {{sf} \over R}
\end{displaymath}">
</DIV>
<BR CLEAR="ALL">
<P></P>
Adding the constant <IMG
WIDTH="18" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img801.png"
ALT="$d_0$"> has no effect on this slope. The Momentary
Transposition (Page <A HREF="node113.html#eq.momentarydel"><IMG ALIGN="BOTTOM" BORDER="1" ALT="[*]"
SRC="crossref.png"></A>) is then:
<BR><P></P>
<DIV ALIGN="CENTER">
<!-- MATH
\begin{displaymath}
t = 1 - {{sf} \over R}
\end{displaymath}
-->
<IMG
WIDTH="74" HEIGHT="39" BORDER="0"
SRC="img813.png"
ALT="\begin{displaymath}
t = 1 - {{sf} \over R}
\end{displaymath}">
</DIV>
<BR CLEAR="ALL">
<P></P>
To complete the design of the pitch shifter we must add the other copy halfway
out of phase. This gives rise to a delay reading pattern as shown in
Figure <A HREF="#fig07.22">7.22</A>.
<P>
<DIV ALIGN="CENTER"><A ID="fig07.22"></A><A ID="8183"></A>
<TABLE>
<CAPTION ALIGN="BOTTOM"><STRONG>Figure 7.22:</STRONG>
The pitch shifter's delay reading pattern using two delay lines,
so that one is at maximum amplitude exactly when the other is switching.</CAPTION>
<TR><TD><IMG
WIDTH="326" HEIGHT="343" BORDER="0"
SRC="img814.png"
ALT="\begin{figure}\psfig{file=figs/fig07.22.ps}\end{figure}"></TD></TR>
</TABLE>
</DIV>
<P>
The pitch shifter can transpose either upward (using negative sawtooth
frequencies, as in the figure) or downward, using positive ones. Pitch shift is
usually controlled by changing <IMG
WIDTH="13" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img112.png"
ALT="$f$"> with <IMG
WIDTH="10" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img208.png"
ALT="$s$"> fixed. To get a
desired transposition interval <IMG
WIDTH="9" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img82.png"
ALT="$t$">, set
<BR><P></P>
<DIV ALIGN="CENTER">
<!-- MATH
\begin{displaymath}
f = {{(t - 1) R} \over s}
\end{displaymath}
-->
<IMG
WIDTH="89" HEIGHT="40" BORDER="0"
SRC="img815.png"
ALT="\begin{displaymath}
f = {{(t - 1) R} \over s}
\end{displaymath}">
</DIV>
<BR CLEAR="ALL">
<P></P>
<A ID="sect7.psformula"></A>The window size <IMG
WIDTH="10" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img208.png"
ALT="$s$"> should be chosen small enough, if possible, so that the
two delayed copies
(<IMG
WIDTH="26" HEIGHT="32" ALIGN="MIDDLE" BORDER="0"
SRC="img214.png"
ALT="$s/2$"> samples apart) do not sound as distinct echoes. However, very small
values of <IMG
WIDTH="10" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img208.png"
ALT="$s$"> will force <IMG
WIDTH="13" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img112.png"
ALT="$f$"> upward; values of <IMG
WIDTH="13" HEIGHT="30" ALIGN="MIDDLE" BORDER="0"
SRC="img112.png"
ALT="$f$"> greater than about 5 Hertz
result
in very audible modulation. So if very large transpositions are required, the
value of <IMG
WIDTH="10" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img208.png"
ALT="$s$"> may need to be increased. Typical values range from 30 to 100
milliseconds (about <IMG
WIDTH="39" HEIGHT="32" ALIGN="MIDDLE" BORDER="0"
SRC="img816.png"
ALT="$R/30$"> to <IMG
WIDTH="39" HEIGHT="32" ALIGN="MIDDLE" BORDER="0"
SRC="img817.png"
ALT="$R/10$"> samples).
<P>
Although the frequency may be changed at will, even discontinuously, <IMG
WIDTH="10" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img208.png"
ALT="$s$"> must
be changed more carefully. A possible solution is to mute the output while
changing <IMG
WIDTH="10" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img208.png"
ALT="$s$"> discontinuously; alternatively, <IMG
WIDTH="10" HEIGHT="13" ALIGN="BOTTOM" BORDER="0"
SRC="img208.png"
ALT="$s$"> may be ramped continuously but
this causes hard-to-control Doppler shifts.
<P>
A good choice of envelope is one half cycle of a sinusoid. If we assume
on average that the two delay outputs are uncorrelated (Page
<A HREF="node13.html#eq-meanpowersum"><IMG ALIGN="BOTTOM" BORDER="1" ALT="[*]"
SRC="crossref.png"></A>), the signal power from the two delay lines, after
enveloping, will add to a constant (since the sum of squares of the two
envelopes is one).
<P>
Many variations exist on this pitch shifting algorithm. One
classic variant uses a single delay line, with no enveloping at
all. In this situation it is necessary to choose the point at
which the delay time jumps, and the point it jumps to, so that the output
stays continuous. For example, one could find a point where the output signal
passes through zero (a "zero crossing") and jump discontinuously to another one.
Using only one delay line has the advantage that the signal output sounds
more "present". A disadvantage is that, since
the delay time is a function of input signal value, the output is no longer
a linear function of the input, so non-periodic inputs can give rise to
artifacts such as difference tones.
<P>
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<ADDRESS>
Miller Puckette
2006-12-30
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