October 21, 2024
How We Generated Millions of Content Annotations
With the fields of machine learning (ML) and generative AI [...]
Tag Archive: machine learning
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October 25, 2023Introducing Voyager: Spotify’s New Nearest-Neighbor Search Library
For the past decade, Spotify has used approximate nearest-neighbor search [...]
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October 20, 2023Exclude from Your Taste Profile
What is “Exclude from your taste profile”? Are you a [...]
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February 1, 2023Unleashing ML Innovation at Spotify with Ray
As the field of machine learning (ML) continues to evolve [...]
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June 1, 2022Meet Basic Pitch: Spotify’s Open Source Audio-to-MIDI Converter
Introducing Basic Pitch, Spotify’s free open source tool for converting [...]
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March 17, 2022Introducing Natural Language Search for Podcast Episodes
Beyond term-based Search Until recently, Search at Spotify relied mostly [...]
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January 19, 2022Product Lessons from ML Home: Spotify’s One-Stop Shop for Machine Learning
Introduction Building platforms is a hard business. Building platforms for [...]
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December 2, 2021How Spotify Uses ML to Create the Future of Personalization
Machine learning is what drives personalization on Spotify. We may [...]
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November 18, 2021The 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 [...]
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November 15, 2021The Rise (and Lessons Learned) of ML Models to Personalize Content on Home (Part I)
At Spotify, our goal is to connect listeners with creators, [...]
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March 30, 2021David Riordan: Product Manager
5:00 am My days begin with an early morning wake-up [...]
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November 4, 2020It’s All Just Wiggly Air: Building Infrastructure to Support Audio Research
TL;DR We just open sourced Klio — our framework for [...]
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April 15, 2020Reach for the Top: How Spotify Built Shortcuts in Just Six Months
The launch of Shortcuts, which now appears at the top of [...]
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March 18, 2020Tony 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 [...]
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January 16, 2020For Your Ears Only: Personalizing Spotify Home with Machine Learning
This article is based on the keynote given by Tony [...]
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December 24, 2019Lynn 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 [...]
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December 13, 2019The 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 [...]
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November 18, 2019Techbytes: Machine Learning for Search at Slack
By Fiona Condon. Slack’s search makes the work history for [...]
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August 22, 2018Spotify 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 [...]
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June 29, 2018Spotify 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 [...]
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May 30, 2018Introducing 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 [...]
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June 7, 2017Meet our engineers – Charlie Pastuszenski
What’s your name and where are you from? My name [...]
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August 7, 2016Commoditizing Music Machine Learning : Services
Five years ago, music personalization at Spotify was a tiny [...]
