Topic
LANDR and Ozone's Master Assistant both learn from finished records and push your mix toward a reference and a loudness target. That makes them fast and cheap at a good mix's last 10%, but a 472-listener public blind test still put two human engineers on top. Here is how the assistants work, how to test them fairly, and what they cost.
AIvia LANDR
Two NIME 2026 papers and Berklee's ABLE Assembly show where accessible instrument design is heading. Generative AI helped a disabled co-designer sketch a bespoke instrument but failed at physical fit, while a kit built from a generic gamepad, 3D prints and an old Android phone cost about INR 3,600 in rural India.
Industryvia NIME 2026 Proceedings (Aynsley, Barker, Warner, Meckin, Mitchell)
Imogen Heap has trained a private model of her own singing voice, licenses her style to the AI platform Jen on her terms, and is reported to take 70% of each StyleFilter sale. It is the opposite of being scraped. It also shows how much of the model still depends on other people's tools.
AIvia Imogen Heap (imogenheap.com)
In 2023 Grimes let anyone release songs with an AI copy of her voice in exchange for half the master royalties. About three years on, the GrimesAI profile lists 168 releases, the Elf.Tech site has gone quiet and Grimes now says humans still have to tell the story. Here is what worked, what didn't, and what other artists can borrow.
AIvia TuneCore Help Center
Spotify will badge artist profiles whose public identity looks like a photorealistic AI-generated person, and keep those profiles out of editorial and algorithmic recommendations by default. The badge says nothing about how the music was made. For artists, that means the face on the profile now matters more to discovery than the method behind the track.
Industryvia Spotify Newsroom
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