Tag archive: machine learning

sticky
Oct 21, 2024

How We Generated Millions of Content Annotations

With the fields of machine learning (ML) and generative AI (GenAI) continuing to rapidly evolve and expand,...
DataMachine Learning
sticky
Oct 25, 2023

Introducing Voyager: Spotify’s New Nearest-Neighbor Search Library

For the past decade, Spotify has used approximate nearest-neighbor search technology to power our...
DataData ScienceMachine LearningOpen Source
sticky
Oct 20, 2023

Exclude from Your Taste Profile

Are you a parent forced to put the Bluey theme song on repeat? Do you work from home and play lofi beats or...
Data ScienceMachine LearningProduct
sticky
Feb 1, 2023

Unleashing ML Innovation at Spotify with Ray

As the field of machine learning (ML) continues to evolve and its impact on society and various aspects of...
InfrastructureMachine LearningPlatform
sticky
Jun 1, 2022

Meet Basic Pitch: Spotify’s Open Source Audio-to-MIDI Converter

Introducing , Spotify’s free open source tool for converting audio into MIDI. Basic Pitch uses machine...
Machine LearningOpen SourceProduct
sticky
Mar 17, 2022

Introducing Natural Language Search for Podcast Episodes

Until recently, Search at Spotify relied mostly on term matching. For example, if you type the query...
Machine Learning
sticky
Jan 19, 2022

Product Lessons from ML Home: Spotify’s One-Stop Shop for Machine Learning

Building platforms is a hard business. Building platforms for discerning machine learning (ML) practitioners...
Machine LearningPlatform
sticky
Dec 2, 2021

How Spotify Uses ML to Create the Future of Personalization

Machine learning is what drives personalization on Spotify. We may have a single platform with 381 million...
Machine Learning
sticky
Nov 18, 2021

The Rise (and Lessons Learned) of ML Models to Personalize Content on Home (Part II)

In of this two-part series, we talked about the challenges we faced with the models we use to recommend...
Developer ToolsMachine Learning
sticky
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, and one way we do that is by recommending quality...
Developer ToolsMachine Learning
sticky
Mar 30, 2021

David Riordan: Product Manager

David is a Product Manager at Spotify in New York. But since the start of the pandemic, he’s been working...
Machine LearningMy BeatPeople
sticky
Nov 4, 2020

It’s All Just Wiggly Air: Building Infrastructure to Support Audio Research

TL;DR — our framework for building smarter data pipelines for audio and other media processing. Based on...
DataData ScienceMachine LearningOpen Source