Spotify’s Discover Weekly: How machine learning finds your new music


89 bookmarks. First posted by avocade 8 weeks ago.


RT : Spotify’s Discover Weekly: How machine learning finds your new music — (via )
from twitter_favs
13 days ago by joeyliu
’s Discover Weekly: How finds your new music -
machine  Spotify  learning  from twitter
24 days ago by alvar
This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting for them. It’s a custom mixtape of 30 songs they’ve never listened to before but will probably love. It’s called Discover Weekly, and it’s pretty much magic.
I’m a huge fan of Spotify, and particularly Discover Weekly. Why? It makes me feel seen. It knows my musical tastes better than any person in my life ever has, and I am consistently delighted by how it satisfies me just right every week, with tracks I myself would never have found or known I would like.
music  nlp  machinelearning 
4 weeks ago by jotjotjes
This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting for them. It’s a custom mixtape of 30 songs they’ve never listened to before but will probably love. It’s called Discover Weekly, and it’s pretty much magic. via Pocket
Technology 
5 weeks ago by myankelovich
This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting for them. It’s a custom mixtape of 30 songs they’ve never listened to before but will probably love. It’s called Discover Weekly, and it’s pretty much magic.
spotify  datascience  machinelearning  recsys 
5 weeks ago by datenheini
At this point @Spotify's discover weekly knows me so well that if it proposed I'd say yes
nlp  spotify  music  machinelearning 
6 weeks ago by nezz
This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting for them. It’s a custom mixtape of 30 songs they’ve never listened to before but will probably love. It’s called Discover Weekly, and it’s pretty much magic. via Pocket
Pocket 
6 weeks ago by driptray
A relatively accessible explanation.
culturaldigital 
7 weeks ago by chrisunitt
Spotify actually doesn’t use a single revolutionary recommendation model — instead, they mix together some of the best strategies used by other services to create its own uniquely powerful Discovery engine.
To create Discover Weekly, there are three main types of recommendation models that Spotify employs:
Collaborative Filtering models (i.e. the ones that Last.fm originally used), which work by analyzing your behavior and others’ behavior.
Natural Language Processing (NLP) models, which work by analyzing text.
Audio models, which work by analyzing the raw audio tracks themselves.
machinelearning  ai  nlp  algorithms  music  spotify  t  ml 
7 weeks ago by paulbradshaw
This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting for them. It’s a custom mixtape of 30 songs they’ve never listened to before but will probably love. It’s called Discover Weekly, and it’s pretty much magic. via Pocket
IFTTT  Pocket 
7 weeks ago by joostw
RT : How machine learning finds your new music by Sophia Ciocca
from twitter
7 weeks ago by AramZS
This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting for them. It’s a custom mixtape of 30 songs they’ve never listened to before but will probably love. It’s called Discover Weekly, and it’s pretty much magic. via Pocket
8 weeks ago by goeran
Discover Weekly on Spotify has consistently found new tracks I enjoy. If you have Spotify and haven't used it yet, a new playlist is waiting for you tomorrow.
ifttt  facebook 
8 weeks ago by hesam
Great explainer on recommendation systems in music with very good expalnations. Great for 100j
teaching 
8 weeks ago by scritic
The science behind personalized music recommendations -
from twitter
8 weeks ago by rdr
Spotify actually doesn’t use a single revolutionary recommendation model — instead, they mix together some of the best strategies used by other services to create its own uniquely powerful Discovery engine. To create Discover Weekly, there are three main types of recommendation models that Spotify employs: Collaborative Filtering models (i.e. the ones that Last.fm originally used), which work by analyzing your behavior and others’ behavior. Natural Language Processing (NLP) models, which work by analyzing text. Audio models, which work by analyzing the raw audio tracks themselves.
dd 
8 weeks ago by motiveunknown
This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting for them. It’s a custom mixtape of 30 songs they’ve never listened to before but will probably love. It’s called Discover Weekly, and it’s pretty much magic. via Pocket
IFTTT  Pocket  refind  s 
8 weeks ago by igorette
The science behind personalized music recommendations This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting…
from instapaper
8 weeks ago by Blubser
m not alone in my obsession with Discover Weekly—the user base went crazy for it, which has driven Spotify to completely rethink its focus, investing more resources into algorithm-based playlists.
8 weeks ago by stcwiki
“Spotify’s Discover Weekly: How machine learning finds your new music” by Sophia Ciocca
from twitter_favs
8 weeks ago by david.nguyen
Not sure how accurate this is (it's not written by a Spotify employee), but seems pretty well researched -- according to this Discover Weekly is a mix of 3 different algorithms
discover-weekly  spotify  nlp  music  ai  ml  machine-learning 
8 weeks ago by jm
This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting for them. It’s a custom mixtape of 30 songs they’ve never listened to before but will probably…
podcasting 
8 weeks ago by natelandau
Spotify’s Discover Weekly: How machine learning finds your new music
from twitter
8 weeks ago by nicola
This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting for them. It’s a custom mixtape of 30 songs they’ve never listened to before but will probably love. It’s called Discover Weekly, and it’s pretty much magic. via Pocket
pocket 
8 weeks ago by jburkunk
The science behind personalized music recommendations This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting…
from instapaper
8 weeks ago by flobosg
Spotify’s Discover Weekly: How machine learning finds your new music
from twitter
8 weeks ago by sammyrulez
Spotify uses collaborative filtering, natural language processing, and audio files to do their discovery playlists
technology  music 
8 weeks ago by andoncemore
The science behind personalized music recommendations This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting…
from instapaper
8 weeks ago by hiroprot
The science behind personalized music recommendations This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting…
from instapaper
8 weeks ago by bkeetman
This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting for them. It’s a custom mixtape of 30 songs they’ve never listened to before but will probably love. It’s called Discover Weekly, and it’s pretty much magic. via Pocket
nlp  machinelearning  music  spotify 
8 weeks ago by jjames
How Spotify’s Discover Weekly works (Personally, still feels like pure magic to me every week) http://bit.ly/2gvSzzx
Tweeted 
8 weeks ago by michaelmartin
Spotify’s Discover Weekly: How machine learning finds your new music
from twitter
8 weeks ago by davedriesmans
The science behind personalized music recommendations
spotify  artificialintelligence  music  algorithms  reference 
8 weeks ago by jorgebarba
Discovery Weekly is absolutely my favorite Spotify feature. Its picks are uncanny. Here's why.
ai  music  programming 
8 weeks ago by pb
The science behind personalized music recommendations This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting…
from instapaper
8 weeks ago by aktaplin
The science behind personalized music recommendations This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting…
from instapaper
8 weeks ago by toph
Audio models, which work by analyzing the raw audio tracks themselves.
8 weeks ago by kristofger