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As AI continues to permeate the creative process, he envisions a collaborative

               future where human ingenuity and machine intelligence converge. "From a
               product standpoint, AI has long been integrated into music production and
               will continue to delve deeper into the creative process.”



               “Artists can start creating tracks using AI and then infuse them with their

               unique creativity. They can also perform vocals over AI-generated beats and
               collaborate with renowned artists by utilising AI-driven replicas,” he adds.



               Amidst the promise of AI-driven creativity, there is a growing concern that it
               could foster the homogenisation of creative output. Is there a risk that AI
               might standardise music, resulting in a landscape where all compositions

               begin to sound alike?



               "That's accurate. The diffusion of language models often yields homogeneous
               outcomes. Nowadays, virtually all content on social media platforms seems to
               be AI-generated, which eventually makes it all look the same. This
               phenomenon could extend to music as well,” says Mubert.



               “This is why our focus lies in exploring generative patterns, resynthesis, and

               the amalgamation of models to foster the emergence of new genres, song
               structures, and musical approaches.”



               For creativity to flourish, artists also require the freedom and opportunity to
               experiment and push their boundaries without the pressure of always
               delivering immediate returns on investment (ROI). Can formulaic music

               generated through AI, which might promise certain ROI, hinder
               experimentation?



               “For sure, it is a possibility and cause for concern. Everyone in the world thinks
               music is as cheap as $10 per month. Musicians used to be quite rich in the
               times of vinyl-selling copies. Now they can only earn from royalties (close to

               zero dollars), selling merch or live gigs,” says Mubert. “However, we stand for
               musicians in this battle and will do our best to protect their best interests.”


               https://www.khaleejtimes.com/entertainment/ushering-in-a-new-music-era-how-generative-ai-is-
               being-used-for-song-production
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