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The Dynamics of Music Exploration on Spotify

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Re: The Dynamics of Music Exploration on Spotify

#21
post #6
post #3

Earlier quoted context omitted.

+1, had to switch to another app for white noise to sleep at night after my discover weekly became exclusively color noise ( https://en.wikipedia.org/wiki/Colors_of_noise )

That's hilarious, but also highlights a good point in our lack of control/observability into these algorithms

The idea is that consumers don't know themselves as well as they could - you could argue either way.

Re: The Dynamics of Music Exploration on Spotify

#22

Earlier quoted context omitted.

This might possibly be true for the types of music you named. Try it with world music in general (e.g,. south asian or middle eastern music) and you'll come across severe limitations and suggestions that simply do not work. Spotify doesn't even still carry even half the catalog of music from some of these regions. It's suggestions in (western) classical also have left a lot to be desired.

which platform does this right though? YouTube is alright for Bollywood at least

The premise (i.e., a singular 'music streaming' platform is what one should 'judge' Spotify against) is itself what I would reject in this case. e.g, for Indian classical, you're much better off with a whole constellation of blogs out there (and separately, certain music festival sites that host their recordings). Even national radio works a lot, lot better.

Re: The Dynamics of Music Exploration on Spotify

#23
post #10

For all the complexity... this is something Spotify has got right. I'm in my 40s, and I still listen to an incredible amount of new music. That is across everything from mainstream rock and pop, through to jazz, jungle, soul, techno, house, hip hop, classical... everything (though I tend to draw the line at screamcore). And in there last year a tiny unsigned band with 2 tracks and fewer than 900 listens (at the time)…

This might possibly be true for the types of music you named. Try it with world music in general (e.g,. south asian or middle eastern music) and you'll come across severe limitations and suggestions that simply do not work. Spotify doesn't even still carry even half the catalog of music from some of these regions. It's suggestions in (western) classical also have left a lot to be desired.

The reason I run my Plex is all the world music, classical, and frankly obscure music.

If Spotify could increase and sustain the catalogue then I'm pretty sure this would work. But it feels like the catalogue is smaller, churns more, and isn't as enriched in meta-data or listener behaviour to make it work yet. A network problem more than a technical one.

Re: The Dynamics of Music Exploration on Spotify

#24
post #17

Spotify is still one of my top ways to discover music, but I needed even more. I’ve been spending a lot of time and money on discogs lately. I’ve found so much stuff you simply cannot find on the open web, Spotify, YouTube, etc.

Totally agree about discogs. For music outside the western world in particular, discogs is a godsend.

Re: The Dynamics of Music Exploration on Spotify

#25
post #23

Earlier quoted context omitted.

This might possibly be true for the types of music you named. Try it with world music in general (e.g,. south asian or middle eastern music) and you'll come across severe limitations and suggestions that simply do not work. Spotify doesn't even still carry even half the catalog of music from some of these regions. It's suggestions in (western) classical also have left a lot to be desired.

The reason I run my Plex is all the world music, classical, and frankly obscure music. If Spotify could increase and sustain the catalogue then I'm pretty sure this would work. But it feels like the catalogue is smaller, churns more, and isn't as enriched in meta-data or listener behaviour to make it work yet. A network problem more than a technical one.

Yes, agreed, it's definitely a much bigger network & economic problem than a technical one.

Blogs, discogs and national radio actually work a lot better for me for discovery, simply because, as you say, Spotify may not even have the input data in order to then help me discover better music. Thing is, I'm not sure there is a desire (perhaps economically driven) to improve that catalogue as they would need to.

Re: The Dynamics of Music Exploration on Spotify

#27
post #10

For all the complexity... this is something Spotify has got right. I'm in my 40s, and I still listen to an incredible amount of new music. That is across everything from mainstream rock and pop, through to jazz, jungle, soul, techno, house, hip hop, classical... everything (though I tend to draw the line at screamcore). And in there last year a tiny unsigned band with 2 tracks and fewer than 900 listens (at the time)…

This might possibly be true for the types of music you named. Try it with world music in general (e.g,. south asian or middle eastern music) and you'll come across severe limitations and suggestions that simply do not work. Spotify doesn't even still carry even half the catalog of music from some of these regions. It's suggestions in (western) classical also have left a lot to be desired.

When I was at Spotify 3-4 years ago, one of the problems was poor metadata for most music. There's a semi-internal project to be better at classification (https://everynoise.com/) but it has its own problems.

And you can't rely on automatic classifications either. But then music providers don't give you proper info for the music they provide. It's a circular problem.

And then it's a social problem, too. You may want to listen to music that other people that listen to your music do... But then you might not want to do that.

It's a mess.

Re: The Dynamics of Music Exploration on Spotify

#28
post #2

The amount of data Spotify has on user behavior must be awe-inducing. Not that I'm complaining, the Algorithm has shown me plenty of good music that I would have missed otherwise. Seeing the data analyzed like this and the results published publicly is pretty cool! I just wish sometimes there would be better ways to feed Spotify data on my preferences. I have a running playlist for example that I listen to over and o…

I think anyone who has DM'd a game of D&D and used Spotify knows the pain of having your Discover Weekly taken over by "Epic Battlegrounds - The Drums of War 16: Dragons in the Sky"

Re: The Dynamics of Music Exploration on Spotify

#29
post #2

The amount of data Spotify has on user behavior must be awe-inducing. Not that I'm complaining, the Algorithm has shown me plenty of good music that I would have missed otherwise. Seeing the data analyzed like this and the results published publicly is pretty cool! I just wish sometimes there would be better ways to feed Spotify data on my preferences. I have a running playlist for example that I listen to over and o…

FYI you can mark sessions as private and the data won't flow into recommendations

I discovered this feature by random. Probably they should make it more clear.

Re: The Dynamics of Music Exploration on Spotify

#30
post #10

For all the complexity... this is something Spotify has got right. I'm in my 40s, and I still listen to an incredible amount of new music. That is across everything from mainstream rock and pop, through to jazz, jungle, soul, techno, house, hip hop, classical... everything (though I tend to draw the line at screamcore). And in there last year a tiny unsigned band with 2 tracks and fewer than 900 listens (at the time)…

My experience is completely different. The weekly dynamic playlists are very poor (either completely the wrong genre or songs I regularly listen to in the case of the monday playlist). The daily playlists regularly play the same songs by an artist. It seems to me that spotify only uses the top 2 or 3 songs and nothing else. I'd say that of a specific genre it will play 40 to 50 songs and then repeat them.

Same, the only way I can reliably find new music I like on Spotify is to find compilation albums that artists I know feature on and listen to the other tracks.

Then a couple of years later half the new music I found is no longer on Spotify. I've largely given up on it.

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