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Spotify


Media companies now have access to an ever-expanding pool of data from the digitally connected consumer. And over the past two years, as content consumption and audience behaviors have shifted in response to the world around us, direct-to-consumer has only accelerated. As media organizations pivot from third-party to first-party data, this presents challenges with the …

On any given day, music streaming service Spotify might process an audio file a hundred different ways—identifying a track’s rhythm and tempo, timestamping beats, and measuring loudness—as well as more sophisticated processing, such as detecting languages and separating vocals from instruments. This might be done to develop a new feature, to help inform playlists and …