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Klio is a framework for building smarter data pipelines for audio and other media processing. It helps teams process Spotify’s massive catalog of music and podcasts, faster and more efficiently. Spotify is adding about 40,000 songs a day and are processing our music catalog — about 60 million songs — on a regular basis, with multiple teams around the world doing work at the same time. We think Klio's ease of use and its ability to let anyone leverage modern cloud infrastructure and tooling — has the potential to unlock new possibilities in media and ML research everywhere.