We use a broad range of AI methods to understand listeners, creators, the content in the Spotify catalog, and the streaming business. Research areas include matching content and listeners, extracting signals from the audio catalog using natural language understanding and multimedia information retrieval methods, and AI-assisted music creation tools. Our goal at Spotify Research is to create unique and rewarding experiences for listeners and creators