BandM8
Three platforms. Three philosophies. Only one of them starts with a musician. When musicians search for AI music tools in 2026, they encounter a landscape that looks more unified than it is. The category label — AI music — gets applied to platforms that are doing fundamentally different things, serving fundamentally different
BandM8
Turning audio into editable MIDI is one of the most powerful workflows in modern production. Audio-to-MIDI conversion takes a recorded audio signal and translates it into MIDI data: note values, velocities, timing, and duration. For producers and musicians, this means any recorded performance can become editable, rearrangeable, and
BandM8
The producer AI landscape has exploded. Here is what actually matters for people making music. Producer AI in 2026 covers a sprawling category of tools, from mastering plugins to stem splitters to full arrangement generators. For beatmakers and music producers, the challenge is no longer finding AI tools. It is
BandM8
A new category of music AI starts with what you play, not what you type. Music-to-Music AI is a category of artificial intelligence that listens to a musician's live input and responds with complementary musical parts in real time. Unlike text-to-music generators that produce