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Spotify: Can machine learning drive content generation?
Introduction: Spotify Spotify is a wildly popular music streaming platform that has become ubiquitous among it’s millennial user base. With more than 190 million monthly active users, and 87 million...
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Spotify: Machine Learning as Recommendation Engine and Musical Composer?
The Music Streaming Industry & Personalization The music streaming industry has grown rapidly over the past few years and in 2017, surpassed 100M paying subscribers worldwide. As it has grown, the...
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“Thank You for the Music”: Spotify and algorithmic music curation
“Algorithms alone can’t do that emotional task. You need a human touch.” – Jimmy Iovine, Apple Music “Spotify understands users better than anyone else… We’re the biggest in terms of streaming data to...
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A Data Company From The Middle East Disguised Itself in Spotify-Suit
A Platform to Reduce Piracy Digital transformation changed the way we consumed music. Nowadays, streaming music is almost an indispensable part of the everyday life. In the Middle East, however, things...
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An Algorithm Could Be Your Next Favorite Artist
The Role of Streaming Services in Music Discovery Machine learning has played a crucial role for Spotify and the music streaming industry more broadly. Before services like Spotify or iTunes,...
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Discover Weekly: How Spotify is Changing the Way We Consume Music
Founded in 2006, Spotify has grown to become the world’s largest music streaming platform. The service commands a ~60% market share and provides 157 million monthly active users (“MAUs”) and 71 million...
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SoundCloud’s Open Innovation Approach to Reinventing Itself: Survival Instinct?
As the music industry continues its’ global digital transformation, and a revenue recovery trajectory driven by an increasing share of streaming revenues, the conversation has been dominated by two...
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Bringing machine learning to music – Spotify’s vision to win the hearts and...
Bringing machine learning to music – Spotify’s vision to win the hearts and ears of humanity Every Monday, millions of Spotify users find a new playlist waiting for them on Spotify’s Discover Weekly, a...
View ArticleFrom Auto- tune to Auto- compose
The sound of music In a September 2018 paper, Japanese data scientists Eita Nakamura and Kunihiko Kaneko at Kyoyo University and the University of Tokyo respectively found that western classical music...
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Spotify is better at picking your music than you are, but will they always be...
Music streaming services today largely rely on a model of providing an extensive catalog of music of roughly 30M tracks for ad-free listening for about $10 monthly.[1] Thus, product differentiation is...
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