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diff --git a/doc/rate_distortion.txt b/doc/rate_distortion.txt
index a7d2c878b2..e9711c2d5c 100644
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@@ -23,7 +23,7 @@ Let's consider the problem of minimizing:
rate is the filesize
distortion is the quality
-lambda is a fixed value choosen as a tradeoff between quality and filesize
+lambda is a fixed value chosen as a tradeoff between quality and filesize
Is this equivalent to finding the best quality for a given max
filesize? The answer is yes. For each filesize limit there is some lambda
factor for which minimizing above will get you the best quality (using your