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Many popularity-predicting algorithms are based on a song's audio features, such as loudness and pitch intervals.
Algorithms based on audio features may misidentify the main features of a song with varying acoustic traits, making such algorithms less reliable predictors of popularity than those based on fixed traits.
Audio features describe acoustic traits such as pitch intervals, which may vary within a song, whereas descriptive tags describe fixed traits such as genre, which are reliable predictors of popularity.
The MSD's descriptive tags are reliable predictors of a song's popularity, as the traits they describe are fixed.