Tag: AI DJ

Spotify’s New Experience Inspires Deeper Discovery and Connection

March 8, 2023

Spotify new Home Feed

Spotify has gone through updates and iterations throughout the years, but today, during Stream On, we unveiled our biggest evolution yet: a new, dynamic mobile interface built for deeper discovery and more meaningful connections between artists and fans. It gives listeners a more active role in the audio discovery process and gives creators more space to share their work. 

We’ve found that the next generation of listeners craves better ways to sample audio before fully diving in. So get ready for a more active experience with advanced recommendations, a spotlight on visual canvases, and a completely new and interactive design—all to make discovering new audio easier than ever before and help introduce users to their next favorite artist, podcast, or book. Together, these updates work to bring creators and fans closer than ever, and help each build lasting connections. 

“The world today pulls us in a million different directions,” said Co-President and Chief Product & Technology Officer Gustav Söderström. “So the most important thing we, at Spotify, can do for creators is to reduce the distance between their art and the people who love it . . . or who would love it as soon as they discovered it.” 

What to look out for in Spotify’s more visual, dynamic mobile experience: 

  • Music, Podcasts & Shows, and Audiobook previews on Home: Simply tap into the Music, Podcasts & Shows, or Audiobooks feed to explore visual and audio previews of playlists, albums, podcast episodes, and audiobooks personalized to you. Then, tap to save or share, go deeper into the artist or podcast pages, play from the start, or continue listening from where the preview ended.
  • New feeds for discovery in Search: Scroll up or down to explore short Canvas clips from tracks from some of your favorite genres. Then easily save the song to a playlist, follow the artist, or share it with friends—all from one place. You can also explore related genres using the hashtags within the feed for easy discovery of new favorites. You can even preview tracks on some of your favorite playlists like Discover Weekly, Release Radar, New Music Friday, and RapCaviar. 

Thanks to both of these new feeds of visual clips, you can scroll purposefully through music, podcast, and audiobook previews until you find something you like. And don’t worry—your Favorites aren’t going anywhere. Your shortcuts, or most recently played, will still appear at the top of your Home feed, so you can easily dive into whatever you were listening to last. We’re also adding previews to the top of your music, podcasts & shows, and audiobooks feeds for the first time.

  • DJ: Speaking of great recommendations . . . these announcements also follow the recent Beta launch of DJ, a new personalized AI guide for Premium users in the U.S. and Canada that knows you and your music taste so well that it can choose what to play for you. We’ve already seen so much love for DJ—both on platform and across social media—and we’re not even out to 100% of users yet. On days when users tune in, fans spend 25% of their listening time with the DJ—and they keep coming back for more, with more than half of first-time listeners coming back to listen to DJ the very next day.* 
  • Smart Shuffle: This new experience keeps listening sessions fresh with personalized recommendations that perfectly match the vibe of an original user-generated playlist. It breathes new life into carefully curated user-generated playlists, shuffling tracks and adding new, perfectly tailored suggestions.
  • Autoplay for Podcasts: Just like with music, we’re now serving Autoplay for Podcasts. When a podcast ends, another relevant episode that fits your taste will automatically play. 

We’re constantly innovating our app experience so we can connect even more artists with listeners. And with these latest updates, you’re primed to discover more music, podcasts, and audiobooks easier than ever before. 

*Results are based on eligible users (Premium users in the U.S. and Canada on mobile) and collected from February 22 – March 1.

Behind the Scenes of Spotify’s New AI DJ

March 8, 2023

Your very own DJ from Spotify

Since launching Spotify’s brand-new AI DJ in beta a few weeks back, Premium listeners across the U.S. and Canada have had the chance to experience our personalization capabilities in a whole new way. We’ve already seen so much love for DJ—both on-platform and across social media—and we’re not even out to 100% of users yet. On days when users tune in, fans spend 25% of their listening time with DJ, and they keep coming back for more, with more than half of first-time listeners coming back to listen to DJ the very next day.* 

 

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Today at Stream On, Spotify Co-President and Chief R&D Officer Gustav Söderström and Spotify Head of Cultural Partnerships Xavier “X” Jernigan, whose voice is the first model for DJ, got the chance to highlight the new feature even further. With DJ, we’re reimagining how listeners hear and discover the music they love as the tool transforms Spotify from a music tool into a living, breathing, interactive music experience. 

What went into building DJ? For the Record connected with some of the minds behind the new feature, including VP of Personalization Ziad Sultan, Head of Product Design for Personalization Emily Galloway, Product Director Zeena Qureshi, and Head of Global Hits J.J. Italiano, to better understand the synergy between the humans and technology that brought DJ to life. 

Spotify boasts years of expertise in personalization. How did we leverage this to create DJ?

Ziad Sultan: Personalization is at the heart of what we do. When we ask our listeners what they like most about Spotify, more than 81% cite our personalization. That’s because we have a bit of a secret sauce: We combine state-of-the-art technology with human passion and expertise.

We applied that same recipe to DJ. The result is a delightful music-listening experience that is deeply personalized to each individual listener, yet at a scale that the world has not really seen. Never before has listening felt so completely personal to each and every user. And it’s made possible by a powerful combination of three things: Spotify’s personalization technology, generative AI in the hands of the world’s best music curators, and a stunningly realistic AI voice that brings it all to life. 

Can you tell us more about how you designed the experience? 

Emily Galloway: DJ is an entirely new way to listen, and a brand-new format, so there wasn’t a formula to follow when we were making decisions. We had to answer some core experiential questions like: “How do we take you on a journey with both familiar and unfamiliar music?” “How do we evoke feelings of nostalgia?” and “What does it mean to give context to music listening?” But most importantly was, “How might we help fans and creators form a deeper, more meaningful connection?” I’m really proud of where we’ve landed—making personalization and AI more human than ever.

We know listeners are excited as well—they feel something different. We continue to see connection and discovery as the main themes of DJ. We found that when listeners hear commentary alongside personal music recommendations, they’re more willing to try something new, to listen to a song they may have otherwise skipped. For Spotify, that brings us closer to our goal of deepening artist and fan connections.  

Why did you decide to use a human-like AI powered voice for this experience?

Zeena Qureshi: We know that human voice helps people form connections, and the same is true when it comes to DJ. We found that having the voice sound human is key for users to foster a deeper connection with DJ, as human voice provides familiarity and instant context. By incorporating voice traits such as pacing, projection, emotion, and emphasis, it results in a DJ that’s emotional and highly realistic. 

Last year, Spotify acquired Sonantic and its unique patented algorithms, making all this possible. Sonantic is now Spotify’s dynamic AI voice platform that creates compelling, nuanced, and stunningly realistic voices from text. 

How does DJ leverage the expertise of our music editors? 

J.J. Italiano: DJ is built from human editorial expertise married with cutting-edge technology—that is Spotify’s superpower. The editorial team, which consists of hundreds of experts across the globe who know music and culture inside and out, can now harness this power to help tell artists’ stories and better contextualize their songs. To help arm DJ with knowledge and expertise, we created a Writers’ Room with music experts, culture experts, data curators, scriptwriters, and generative AI. Adding in this context gives the listener a deeper connection and experience when hearing an artist or song—and I’m very excited to bring it to listeners!

Ziad Sultan: Putting generative AI technology in the hands of our music experts allows them to scale their expertise like never before. Taking a Writers’ Room approach allows us to ensure that the commentary is accurate, relevant, and enriching to the product experience. We’re very excited about this approach that builds on our years of experience combining human expertise with world-class technology. That’s how DJ is able to deepen the connection between fans and their favorite artists, as well as help them discover new ones.

Ready to dive in? Learn where to find your DJ in your own Spotify app. 

*Results are based on eligible users (Premium users in the U.S. and Canada on mobile) and collected from February 22 to March 1.

Responsibly Balancing What Goes Into Your Personalized Recommendations

March 6, 2023

Every month, tens of billions of discoveries happen on Spotify. Personalized recommendations play an important role in our ability to match listeners around the world with the right content, tracks, artists, or creators at the right moment. Behind the scenes, we combine human editorial expertise with a multitude of signals and systems with the aim of providing every listener with a unique and safe experience. 

At Spotify we focus on delivering recommendations that are relevant, encourage diversity in listening, and provide the opportunities for artist and creator discovery. We spoke with Henriette Cramer, Director of Algorithmic Impact, and Amar Ashar, Head of Algorithmic Policy—both members of the Trust & Safety team—for a deeper look at algorithmic impact and safety. 

Why focus on algorithmic impact? 

Henriette: Algorithmically programmed experiences like Discover Weekly, Release Radar, and Made for You Mixes, or even Search, provide opportunities for artists and podcast creators to grow their fan bases. But while machine learning and algorithms enable these really important opportunities, we know we have a responsibility to mitigate unintended harms, ensure we represent a very wide range of global creators on our platform, and understand our impact.

Understanding our algorithmic impact requires extensive internal and external collaboration, and we approach this space through three channels: research, product engagement, and collaboration with external partners. It’s an ever-evolving field, and we’re proactively working with Spotify teams and external stakeholders to continuously improve our approach as we continue to learn. 

What makes Spotify unique, from an algorithmic perspective? 

Amar: People often talk about the “Spotify Algorithm,” but that’s an oversimplification. In fact, Spotify’s personalization is a combination of a variety of algorithms, along with editorial and data curation teams, all contributing to a unique experience for each listener.

Spotify editors play a crucial role within this space by using their expert judgment to curate playlists and help artists find new fans. They also work with algorithms to create highly situational and personalized experiences. We call this “algotorial”—bringing both the editorial and algorithmic worlds together. This collaboration is critical to the Spotify experience. Think of it this way: Algorithms don’t go out to concerts, people do, which is why human expertise is an essential ingredient in our recommendations. 

We just released a new AI DJ that delivers a curated lineup of music alongside commentary around the tracks and artists. How are teams at Spotify working together to make sure the safety of recommendations is prioritized?

Henriette: In general, ensuring we approach Spotify recommendations responsibly requires close coordination between lots of teams across product, policy, legal, and research. We work with each of them to provide guidance that’s reflective of our algorithmic equity and safety goals, and we use various tools, such as algorithmic assessments, that help us identify and solve problems before they happen. 

Spotify’s DJ takes a unique approach by combining Spotify’s personalization technology, generative AI in the hands of music editors, and voice technology. The expertise of our editors is something that’s really important to our philosophy. As we launch new features, we aim for appropriate safety measures and processes to be in place. The product has been tested in a closed environment for a while, and now that we have launched this product as a beta, we’ll continue to study and improve the experience. 

How does your team work with external partners to improve Spotify’s personalized experience?

Amar: Engaging with research communities outside of Spotify is imperative to do our work. That’s why we also continue to share our findings with the wider community, collaborate across sectors, and ensure, as an industry, that we keep learning and evolving existing practices. 

We also work closely with external partners through Spotify’s Safety Advisory Council, which includes an interdisciplinary group of experts who advise us on safety topics and bring expertise on recommendations, responsibility, and safety from a global perspective.

What’s your go-to playlist?  

Amar: Discover Weekly, not only because it’s consistently a great playlist that has introduced me to new artists and genres, but also because I’ve been lucky enough to have worked with the team that’s built this flagship product.   

Henriette: So many! I love editorial playlists like Techno Bunker, Queens of the Blues, or New Orleans Brass to really get into a genre. Since I worked on voice projects in the past, it’s been really nice to play with the new DJ beta and see editorial, tech, and design work shine together as we continue to study how we can use new techniques responsibly.

Spotify Debuts a New AI DJ, Right in Your Pocket

February 22, 2023

Meet your AI DJ on Spotify

Personalization is at the heart of what we do at Spotify—just think of fan-favorite playlists like Discover Weekly, or our annual Wrapped campaign. The beauty of these experiences is our ability to deliver the right piece of music for that exact moment in time, and maybe even connect you with your next favorite artist in the process. We’re building on that innovation by harnessing the power of AI in an entirely new way. And today, we’re excited to share that we’re taking our personalization to a whole new level with DJ. 

Ready for a brand-new way to listen on Spotify and connect even more deeply with the artists you love? The DJ is a personalized AI guide that knows you and your music taste so well that it can choose what to play for you. This feature, first rolling out in beta, will deliver a curated lineup of music alongside commentary around the tracks and artists we think you’ll like in a stunningly realistic voice. 

It will sort through the latest music and look back at some of your old favorites—maybe even resurfacing that song you haven’t listened to for years. It will then review what you might enjoy and deliver a stream of songs picked just for you. And what’s more, it constantly refreshes the lineup based on your feedback. 

If you’re not feeling the vibe, just tap the DJ button and it will switch it up. The more you listen and tell the DJ what you like (and don’t like!), the better its recommendations get. Think of it as the very best of Spotify’s personalization—but as an AI DJ in your pocket.

How our AI DJ works

To create the DJ we reimagined the way users listen on Spotify. The DJ knows you and your music taste so well that it will scan the latest releases we know you’ll like, or take you back to that nostalgic playlist you had on repeat last year. Never before has listening felt so completely personal to each and every user, thanks to the powerful combination of:

Spotify’s personalization technology, which gives you a lineup of music recommendations based on what we know you like. 

Generative AI through the use of OpenAI technology. We put this in the hands of our music editors to provide you with insightful facts about the music, artists, or genres you’re listening to. The expertise of our editors is something that’s really important to our philosophy at Spotify. 

We have experts in genres who know music and culture inside and out. And no one knows the music scene better than they do. With this generative AI tooling, our editors are able to scale their innate knowledge in ways never before possible.

A dynamic AI voice platform from our Sonantic acquisition that brings to life stunningly realistic voices from text.

To create the voice model for the DJ, we partnered with our own Head of Cultural Partnerships, Xavier “X” Jernigan. Previously, X served as one of the hosts on Spotify’s first (and personalized) morning show, The Get Up. His personality and voice resonated with our listeners and resulted in a loyal following for the podcast. His voice is the first model for the DJ, and we’ll continue to iterate and innovate, as we do with all our products. 

Where to find the DJ

Ready to have the DJ soundtrack your day? It’s rolling out in English starting today for Spotify Premium users in the U.S. and Canada. 

  1. Head to your Music Feed on Home in the Spotify mobile app on your iOS or Android device.
  2. Tap Play on the DJ card.
  3. Let Spotify do the rest! The DJ will serve a lineup of music alongside short commentary on the songs and artists, picked just for you. 
  4. Not feeling the vibe? Just hit the DJ button at the bottom right of the screen to be taken to a different genre, artist, or mood.

At Spotify we’re uniquely positioned to transform audio. We’re always looking for innovative new ways to improve our users’ listening experiences to meet their needs—so stay tuned for more.

*Update May 16, 2023: DJ is now rolling out in the UK and Ireland

*Update August 8, 2023: DJ is now rolling out in 46 more markets around the world