Tag archive: machine learning
Oct 21, 2024
How We Generated Millions of Content Annotations
With the fields of machine learning (ML) and generative AI […]
Oct 25, 2023
Introducing Voyager: Spotify’s New Nearest-Neighbor Search Library
For the past decade, Spotify has used approximate nearest-neighbor search […]
Feb 1, 2023
Unleashing ML Innovation at Spotify with Ray
As the field of machine learning (ML) continues to evolve […]
Jun 1, 2022
Meet Basic Pitch: Spotify’s Open Source Audio-to-MIDI Converter
Introducing Basic Pitch, Spotify’s free open source tool for converting […]
Mar 17, 2022
Introducing Natural Language Search for Podcast Episodes
Beyond term-based Search Until recently, Search at Spotify relied mostly […]
Jan 19, 2022
Product Lessons from ML Home: Spotify’s One-Stop Shop for Machine Learning
Introduction Building platforms is a hard business. Building platforms for […]
Dec 2, 2021
How Spotify Uses ML to Create the Future of Personalization
Machine learning is what drives personalization on Spotify. We may […]
Nov 18, 2021
The Rise (and Lessons Learned) of ML Models to Personalize Content on Home (Part II)
In Part I of this two-part series, we talked about […]
Nov 15, 2021
The Rise (and Lessons Learned) of ML Models to Personalize Content on Home (Part I)
At Spotify, our goal is to connect listeners with creators, […]
Nov 4, 2020
It’s All Just Wiggly Air: Building Infrastructure to Support Audio Research
TL;DR We just open sourced Klio — our framework for […]
Apr 15, 2020
Reach for the Top: How Spotify Built Shortcuts in Just Six Months
The launch of Shortcuts, which now appears at the top of […]
Mar 18, 2020
Tony Jebara: VP of Engineering and Head of Machine Learning
Tony joined Spotify New York last summer as VP of Engineering and Head of Machine Learning. Here, he talks us through his busy working days and explains why he’s glad to be part of the band […]
Jan 16, 2020
For Your Ears Only: Personalizing Spotify Home with Machine Learning
This article is based on the keynote given by Tony […]
Dec 24, 2019
Lynn Root: Staff Engineer
Lynn is one of our Staff Engineers and has just celebrated her six-year anniversary at Spotify. Starting out in our San Francisco office, she later moved to NYC and now lives in Manhattan with her cat, Glitch […]
Dec 13, 2019
The Winding Road to Better Machine Learning Infrastructure Through Tensorflow Extended and Kubeflow
When Spotify launched in 2008 in Sweden, and in 2011 in the United States, people were amazed that they could access almost the world’s entire music catalog […]
Nov 18, 2019
Techbytes: Machine Learning for Search at Slack
By Fiona Condon. Slack’s search makes the work history for […]
Aug 22, 2018
Spotify ML Day – Coverage
Spotify presented its first Machine Learning Day at Spotify headquarters in Stockholm on Monday 9th July to coincide with the International Conference on Machine Learning […]
Jun 29, 2018
Spotify ML Day – July 9th 2018 – Stockholm
We are happy to announce the first Spotify Machine Learning Day taking place Monday, July 9th, 2018, 9:30 AM – 5:30 PM at Spotify, Regeringsgatan 19, Stockholm, Sweden […]
May 30, 2018
Introducing The Million Playlist Dataset and RecSys Challenge 2018
Here at Spotify, we love playlists. Playlists like Today’s Top Hits and RapCaviar have millions of loyal followers, while Discover Weekly […]
Jun 7, 2017
Meet our engineers – Charlie Pastuszenski
What’s your name and where are you from? My name […]
Aug 7, 2016
Commoditizing Music Machine Learning : Services
Five years ago, music personalization at Spotify was a tiny […]