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April 6, 2021 21:42
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[Explaining] How does Song recommendations work
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https://dubolt.com/ | |
me:so i made this playlist out of asong 1, song 2, song 3, i was trying to take songs from different sides of my musical spectrum :) | |
other:i tried with artists but i dont know i think it recommended stuff that was like similar in general but not similar in sound :( | |
me:well you have to be veeeeeery openminded :) | |
this algorithms is only as good as it's dataset | |
the first song in my list has no sound in comon with songs i added to the list (which makes me even more excited XP) | |
let me show you in a image how it is generated most likely; se pastboardlink | |
https://pasteboard.co/IzlW8Y7.png | |
me:where the dots is some property on some axis that's unoknown to us, stored in spotify's relational database | |
me:in a perfect world it would be the exact mix between two artists, | |
but it's rather, | |
"give me the mixture between russian and amarica" and it returns france to you | |
because it's geograpicaly inbetween | |
me:may i ask which artists whoms sound you tried to combine btw? | |
other:i wanted to get more like this one artist but i got This Other artist as recommendation, which is not what i want | |
me: trye artist1 + artist2 (that sounds like what you are looking for) | |
narrow it down, else it give you very general stuff | |
other:ahh | |
me: though keep in mind that each artist/song has it's own unique mixture of properties, and adding more of something else will make the | |
ressults diverge more towards that | |
other: Oh i see | |
i guess that is not so much the specific Genre i'm drawn into but the umf (bas and stuff) | |
me: mm then you want to add some more unf... think of anything with umf | |
any artist you know that has the unf you're hoping for? | |
other: not like the genre dance like umf like the heavyness of this artist | |
like maybe this one song that's not on spotify. | |
me: perfect, then think of any songs on spotify that in fact like that. | |
and add it instead, that should hopefully increase the ressult to the sound your after | |
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