🎶 For all music lovers and not only! 🎧 Are you keen on music and you even can't imagine your day without your favourite music #app? 🔗 This new post "Your personalised DJ: #GenAI meets recommender systems" by our Chief Technology Officer Mahesh Patil is worth reading ASAP to get insightful info! #DLTApps #AI #MachineLearning #Spotify #ArtificialIntelligence #MusicTech #Personalization #Innovation #Technology #Engineering #Experience
🎧Your personalised DJ: GenAI meets recommender systems🎶 As a #Spotify user for over a decade, I’ve witnessed the platform evolve, but their recent #AI DJ feature has taken personalisation to the next level! Released about a year ago, AI DJ combines Spotify’s powerful recommendation algorithms with generative AI to provide a seamless, personalised music experience. I’ve only started using it recently, and now 25% of my music comes directly from AI DJ! But how does this DJ know what songs to recommend? The backbone is the same that has been driving Spotify for a long time. Most #recommendation systems, like Spotify’s, rely on a blend of the following AI/ML techniques: 📌Item-based filtering focuses on user actions—searches, ratings, and listening history. 📌Content-based filtering uses song features like energy, danceability, and mood (valence) to recommend tracks with similar qualities. 📌 Collaborative filtering: Leverages similarities between user preferences and song metadata to identify song clusters. A strong recommendation engine uses a combination of these. Spotify’s AI DJ adds a layer of generative AI-based commentary, creating a more engaging, real DJ-like seamless #experience! Of course, none of this would be possible without the massive amounts of metadata and commentary that Spotify stores on songs. I like AI DJ so far, but the feature I most use is #Audiobooks (more to come). And no, I don't want it replacing any of the human DJs. I'm looking forward to seeing the AI DJ evolve—how cool would it be to hear it in different accents and languages like Siri? 🌍🎤 What's your favourite music app? How does it compare? _________________________________ 🔁 Helpful? [ 𝗿𝗲𝗽𝗼𝘀𝘁 ] 👋 Nice story [ 𝗹𝗶𝗸𝗲 ] 🔔 Follow [ Mahesh Patil ] #AI #MachineLearning #Spotify #ArtificialIntelligence #MusicTech #Personalization #GenAI #Innovation #recommendersystems #Technology #Engineering #Experience