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Lyric feature analysis [17] is used to find similar items, focusing on lyrics that describe race conflicts and social issues.
My biggest annoyance with the system came when I was attempting to test its lyric feature.
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It is worth mentioning that substantial improvements in the classification accuracy are reported when audio features are combined with lyric features [15].
The latter comes to Baltimore this weekend for an engagement at the Modell Performing Arts Center at the Lyric, featuring locally trained actor Gordon Gray in the role of Santa, a role he also played in the first tour.
"Cherokee," the opener, is one of the least tense songs on the record, yet its lyrics feature its darkest notes.
But Jamaica is now exporting a new batch of reggae singers who sing some songs whose lyrics feature violent attacks on gay people.
At another point, Bozoma Saint John, head of consumer marketing for Apple Music, boldly tried to show off a new "lyrics" feature by getting the audience to rap along to Sugarhill Gang's classic Rapper's Delight.
Demand for a real lyrics feature remains strong, though.
Spotify says the Behind the Lyrics feature is seen by "millions" of iPhone users daily.
The lyrics feature, as well as requests for music by mood or for specific activities, only works with Amazon Music, however.
But the attention being given to these tests is minimal – Spotify isn't measuring user engagement with the lyrics feature at this point.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com