Music recommendation systems at Spotify are built on models of users and items. They often rely on past user interactions... View Article
One question we spend a lot of time thinking about at Spotify is how to help creators build larger audiences,... View Article
6.15am I tend to wake up early because I like to get a headstart on the day. I jump straight in... View Article
Personalization services at Spotify rely on learning meaningful representations of tracks and users to surface apt recommendations to users in... View Article
Wikipedia is the largest online encyclopedia, and English Wikipedia is one of the most visited websites worldwide. With its number... View Article
Quality user feedback is important for making good music recommendations. Recommending the right music to a user at the right... View Article
The 15th International ACM Conference on Recommender Systems (RecSys 2021) starts this week, and Spotify is excited to be a... View Article
Tl;dr: Music and podcast search are different, and a carefully designed multi-task model will be essential for search in modern... View Article
What makes a particular podcast broadly engaging? As a media form, podcasting is new enough that such questions are only... View Article
10 am I’m a night person, so it takes me a while to crawl out of bed in the mornings. The... View Article
An increasingly larger proportion of users rely on recommendation systems to pro-actively serve them recommendations based on diverse user needs... View Article
The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021) starts this week, and Spotify... View Article
5.45 am I’m up early these days – my 10-month-old baby sees to that! So my first job is to give... View Article
Machine learning practitioners regularly have to select the best model to deploy in production. At Spotify, for instance, we might... View Article
6.00 am Four weeks into our road trip, we’re camped out in Ely, Nevada – beautiful, mountainous and brutally cold right... View Article
Using a music listening dataset from Spotify, we observe that consumption from the recent past and session-level contextual variables (such... View Article
At Spotify, we invest into designing recommendation algorithms that allow users to explore the music space more effectively. Recent findings... View Article
On online platforms such as Spotify, users have access to large collections of content. Most of the time, these collections... View Article
7.00 am Time to wake up, make breakfast and start thinking about the day ahead. Because I’m interested in voice technology,... View Article
Search plays an important role in surfacing content in front of users. Typical of most search and recommender systems, there... View Article
Algorithmically generated recommendations power and shape the bulk of music consumption on music streaming platforms. The ability to shift consumption... View Article
Topic models are useful tools for the statistical analysis of data as well as learning a compact representation of co-occurring... View Article
Music is such a core part of culture and everyday experience that it has long been believed to be connected... View Article
The Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020) begins this week, and we are excited to be a... View Article