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<title>The CELT ultra-low delay audio codec: CELT 0.5.2 automated testing results</title>
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<h1>CELT 0.5.2 automated testing results</h1>
<p>
	The automated testing routine for CELT involves running roughly 6 months of audio
	through the CELT encoder and decoder across a wide variety of modes and 
	configurations. All user accessible modes receive at least some level of coverage.
	48kHz mono receives automated quality testing of all frame sizes and most reasonable
	bit-rates. Common configurations receive extensive fuzz testing under valgrind.
	ARM (OpenMoko), x86_64 (Fedora 10), and x86 (Fedora 10) are used in testing.
</p>
<p>	
	This level of extensive testing is made possible by the large multiple of
	real-time that CELT operates at on modern computing hardware.
</p>
<p>
	Keep in mind that as of 0.5.2 CELT is still a work in progress. Neither the API/ABI,
	nor the bit-stream are stable. Also, while we do not expect it to set your
	house on fire, we cannot guarantee that it won't. Spontaneous combustion is
	specifically not covered by these tests.
</p>

<h2>Automated Quality testing</h2>
<table align="right" border=1>
<tr><th>Value</th><th>Meaning</th></tr>
<tr><td>0</td><td>Imperceptible</td></tr>
<tr><td>-1</td><td>Perceptible but not annoying</td></tr>
<tr><td>-2</td><td>Slightly annoying</td></tr>
<tr><td>-3</td><td>Annoying</td></tr>
<tr><td>-4</td><td>Very annoying</td></tr>
<tr><td colspan="2"><center><i>Definitions of PEAQ ODG scores</i></center></td></tr>
</table>
<p>
   The quality of CELT 0.5.2 at 48 kHz mono was assessed for 51,848 combinations of bitrate,
   frame size, and complexity using <a href="http://www-mmsp.ece.mcgill.ca/Documents/Software/Packages/AFsp/PQevalAudio.html">PQEvalAudio</a>,
   an implementation of <a href="http://en.wikipedia.org/wiki/PEAQ">PEAQ</a>.
   The PEAQ objective difference grade does not always accurately reflect human opinion but
   its automated nature permits testing large numbers of configurations. These quality tests 
   would require over 52 days of continuous listening if conducted with a single human reviewer.
</p>
<br style="clear:both;"/>
<h3>Complexity 9 PQEvalAudio map</h3>
<p>This illustration demonstrates the quality/bitrate/delay trade-offs available in CELT in full (default) complexity mode. </p>
<p><center><table width=500><tr><td><a href="052_9_peaqmap.png"><img src="052_9_peaqmap.thumb.png" border=0 width=500 height=298 alt="CELT 0.5.2 Quality Graph"/></a></td></tr>
<tr><td align="right">Equal-quality contours are drawn at -0.5, -1, -2, and -3.</td></tr></table> </center>
</p>

<h3>Complexity 1 PQEvalAudio map</h3>
<p>This illustration demonstrates the quality/bitrate/delay trade-offs available in CELT in low complexity mode. </p>
<p><center><table width=500><tr><td><a href="052_1_peaqmap.png"><img src="052_1_peaqmap.thumb.png" border=0 width=500 height=298 alt="CELT 0.5.2 Quality Graph"/></a></td></tr>
<tr><td align="right">Equal-quality contours are drawn at -0.5, -1, -2, and -3.</td></tr></table> </center>
</p>

<h3>Comparison with CELT 0.5.1 (complexity 9)</h3>
<p>For each test point the 0.5.1 PQEvalAudio score was subtracted from the CELT 0.5.2 score.
<p><center><table width=500><tr><td><a href="052-vs-051_9_peaqmap.png"><img src="052-vs-051_9_peaqmap.thumb.png" border=0 width=500 height=298 alt="CELT 0.5.2 Quality Graph"/></a></td></tr>
<tr><td align="right"><i>Positive (blue) values in the chart indicate improvement according to PQEvalAudio, while negative
(red) values indicate quality loss.</i></td></tr></table> </center>

<h3>Comparison with CELT 0.5.1 (complexity 1)</h3>
<p>For each test point the 0.5.1 PQEvalAudio score was subtracted from the CELT 0.5.2 score.
<p><center><table width=500><tr><td><a href="052-vs-051_1_peaqmap.png"><img src="052-vs-051_1_peaqmap.thumb.png" border=0 width=500 height=294 alt="CELT 0.5.2 Quality Graph"/></a></td></tr>
<tr><td align="right"><i>Positive (blue) values in the chart indicate improvement according to PQEvalAudio, while negative
(red) values indicate quality loss.</i></td></tr></table> </center>
 
</p>

<h2>"make check" tests</h2>
<p>CELT includes a number of unit tests that exercises internal components of CELT. </p>
<table>
<tr><th>Test</th><th>x86_64</th><th>x86</th><th>ARM</th></tr>
<tr><td>cwrs32-test</td><td><font color="green"><b>Pass</b></font></td><td><font color="green"><b>Pass</b></font></td><td><font color="green"><b>Pass</b></font></td></tr>
<tr><td>dft-test</td><td><font color="green"><b>Pass</b></font></td><td><font color="green"><b>Pass</b></font></td><td><font color="green"><b>Pass</b></font></td></tr>
<tr><td>ectest</td><td><font color="green"><b>Pass</b></font></td><td><font color="green"><b>Pass</b></font></td><td><font color="green"><b>Pass</b></font></td></tr>
<tr><td>laplace-test</td><td><font color="green"><b>Pass</b></font></td><td><font color="green"><b>Pass</b></font></td><td><font color="green"><b>Pass</b></font></td></tr>
<tr><td>mathops-test</td><td><font color="green"><b>Pass</b></font></td><td><font color="green"><b>Pass</b></font></td><td><font color="green"><b>Pass</b></font></td></tr>
<tr><td>mdct-test</td><td><font color="green"><b>Pass</b></font></td><td><font color="green"><b>Pass</b></font></td><td><font color="green"><b>Pass</b></font></td></tr>
<tr><td>real-fft-test</td><td><font color="green"><b>Pass</b></font></td><td><font color="green"><b>Pass</b></font></td><td><font color="green"><b>Pass</b></font></td></tr>
<tr><td>type-test</td><td><font color="green"><b>Pass</b></font></td><td><font color="green"><b>Pass</b></font></td><td><font color="green"><b>Pass</b></font></td></tr>
</table>

<h2>All modes test</h2>
A short audio file is run through 27,525,120 CELT configurations (all frame sizes, all
bytes-per-frame from 8-200, and sample rates from 32000-96000 in 100Hz increments). Because of
CPU requirements this test is only run only in low complexity mode. In order to pass, these 
cycles of "testcelt" must complete without error.

<ul>
<li> x86_64: <font color="green"><b>Pass</b></font>
<li> x86_64 fixed point: <font color="green"><b>Pass</b></font>
</ul>

<h2>Popular modes fuzz-test</h2>
Two hours of audio extracted from several dozen albums and live recordings are run through
CELT at 32, 44.1, and 48 kHz at frame sizes of 64, 96, 128, 192, 256, 384 and 512 samples and
at 48, 64, and 128kbit/sec in mono and stereo mode. One tenth of a percent of the encoded bits
are randomly flipped. In order to pass, these cycles of "testcelt" must complete without error.
This test is run under valgrind and with assertions enabled for extra error sensitivity.

<ul>
<li> x86_64: <font color="green"><b>Pass</b></font>
<li> x86_64 alloca (psedo-stack mode): <font color="green"><b>Pass</b></font>
<li> x86: <font color="green"><b>Pass</b></font>
<li> x86 fixed point: <font color="green"><b>Pass</b></font>  
</ul>

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