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-
- <h3>Summary</h3>
- <p>Compute a 1024 point Fast Fourier Transform (FFT) frequency analysis,
- with real value (magnitude) output. The frequency resolution is
- 43 Hz, useful detailed for audio visualization.</p>
- <h3>Audio Connections</h3>
- <table class=doc align=center cellpadding=3>
- <tr class=top><th>Port</th><th>Purpose</th></tr>
- <tr class=odd><td align=center>In 0</td><td>Signal to convert to frequency bins</td></tr>
- </table>
- <h3>Functions</h3>
- <p class=func><span class=keyword>available</span>();</p>
- <p class=desc>Returns true each time the FFT analysis produces new output data.
- </p>
- <p class=func><span class=keyword>read</span>(binNumber);</p>
- <p class=desc>Read a single frequency bin, from 0 to 511. The result is scaled
- so 1.0 represents a full scale sine wave.
- </p>
- <p class=func><span class=keyword>read</span>(firstBin, lastBin);</p>
- <p class=desc>Read several frequency bins, returning their sum. The higher
- audio octaves are represented by many bins, which are typically read
- as a group for audio visualization.
- </p>
- <p class=func><span class=keyword>averageTogether</span>(number);</p>
- <p class=desc>This function does nothing. The 1024 point FFT always
- updates at approximately 86 times per second.
- </p>
- <p class=func><span class=keyword>windowFunction</span>(window);</p>
- <p class=desc>Set the window function to be used. AudioWindowHanning1024
- is the default. Windowing may be disabled by NULL, but windowing
- should be used for all non-periodic (music) signals, and all periodic
- signals that are not exact integer division of the sample rate.
- </p>
- <h3>Examples</h3>
- <p class=exam>File > Examples > Audio > Analysis > FFT
- </p>
- <p class=exam>File > Examples > Audio > Analysis > SpectrumAnalyzerBasic
- </p>
- <h3>Notes</h3>
- <p>The raw 16 bit output data bins may be access with myFFT.output[num], where
- num is 0 to 511.</p>
- <p>TODO: caveats about spectral leakage vs frequency precision for arbitrary signals</p>
- <p>Window Types:
- <ul>
- <li><span class=literal>AudioWindowHanning1024</span> (default)</li>
- <li><span class=literal>AudioWindowBartlett1024</span></li>
- <li><span class=literal>AudioWindowBlackman1024</span></li>
- <li><span class=literal>AudioWindowFlattop1024</span></li>
- <li><span class=literal>AudioWindowBlackmanHarris1024</span></li>
- <li><span class=literal>AudioWindowNuttall1024</span></li>
- <li><span class=literal>AudioWindowBlackmanNuttall1024</span></li>
- <li><span class=literal>AudioWindowWelch1024</span></li>
- <li><span class=literal>AudioWindowHamming1024</span></li>
- <li><span class=literal>AudioWindowCosine1024</span></li>
- <li><span class=literal>AudioWindowTukey1024</span></li>
- </ul>
- </p>
- <p>1024 point FFT has a peak CPU usage of approx 52% on Teensy 3.1.
- Average usage is much lower. Future versions might distribute the
- load more evenly over time....
- </p>
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