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Recommending music on Spotify with deep learning

benanne.github.io

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Re: Recommending music on Spotify with deep learning

#3

Is it possible to get my own listing history natively from Spotify? I'm not interesting in scrobbling to another service, etc. Seems like this should be a well documented and used service from the Spotify API, but as far as I know, it does not exist.

I once heard that they don't store that info, though I would love to be proven wrong.

Re: Recommending music on Spotify with deep learning

#4
This would be awesome. The one problem I've had with Spotify's radio service is only being able to pick up on genres and such. Many times I might like only 1 or 2 bands from a more obscure genre, but spotify radio does not understand this no matter how many songs I downvote.

In fact, my "starred" playlist radio is currently stuck on some kind of 80s metal thing. I have no idea how it got that way, but it refuses to play anything but metal, when that's not really what I like. If I make a copy of my starred playlist and make a radio from the new playlist, it reflects the actual songs at hand..

There's also the matter of unique bands that while fitting into a very wide genre, don't really fit into any widely known sub-genre. Meaning radio for the band is almost useless in many cases. There is the "related bands" bit which helps it a bit, but this only works with popular bands and still is very mismatched often times

Re: Recommending music on Spotify with deep learning

#8
post #7

How come people with papers on machine learning are doing internships? Is this absolutely necessary before landing a job?

I can't really answer this question in general, but I can speak for myself: while it's not something a lot of PhD students do in Belgium (it seems to be more common in the US actually), I felt like it would be a great opportunity to experience what working in industry is like. When I finish my PhD, I'll have to decide whether I want to stay in academia or move to industry, and this internship is hopefully going to help me make that decision.

Re: Recommending music on Spotify with deep learning

#10
post #7

How come people with papers on machine learning are doing internships? Is this absolutely necessary before landing a job?

You can get research internships at large companies. If your PhD grant doesn't cover summer at full-time rates, SV companies pay on the order of $5k-$8k per MONTH for interns. Actually, even if your PhD grant covers your summer expenses, it probably won't match the internship salary.
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