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Music is one of the more controversial applications of generative AI, and for obvious reasons — it can plagiarize other artists, it doesn’t necessarily require talent, and in some cases, it may not even express anything. But if you avoid those pitfalls it can be a legitimate creative tool, speeding up tasks or making it easier to experiment.

The best AI tools for music production

At the moment AI music tools are ideally used as plug-ins or full production suites, with little room in between. That’s not to say middleground tools don’t exist however, and in fact, the last two on our list certainly fit the bill. You’ll see what we mean.