Ableton live developers full#
Ableton live developers software#

That means it needs a set of data to “train” on – and part of the results you get are based on that training set. Magenta’s “musical” library applies a set of learning principles to musical note data. We say it’s “learning” in the sense that there are some parallels to very low-level conceptions of how neurons work in biology, but this is on a more basic level – running the algorithm repeatedly means that you can predict sequences more and more effectively given a particular data set. Recurrent Neural Networks are a kind of mathematical model that algorithmically loops over and over. Some of the grittier artifacts produced by this process even proved desirable to some users, as they’re something a bit unique – and you can again play around with in Ableton Live.īut even if that particular application didn’t impress you – trying to find new instrument timbres – the note/rhythm-based ideas make this effort worth a new look.

NSynth uses models to map sounds to other sounds and interpolate between them – it actually applies the techniques we’ll see in this case (for notes/rhythms) to audio itself. That also has its own Ableton Live device, from a couple years back. You may know Magenta from its involvement in the NSynth synthesizer.

Ableton live developers software#

It takes the stuff you’ve been doing in music software with tools like grids, and lets you use a mathematical model that’s more sophisticated – and that gives you different results you can hear. Seeing the results of this machine learning in action means having a different way of generating and modifying musical information. But it’s really about creating an engine that can very quickly process lots of tensors – geometric units that can be combined into, for example, artificial neural networks. “TensorFlow” may sound like some kind of stress exercise ball you keep at your desk. What Magenta and TensorFlow are based on is applying algorithmic analysis to large volumes of data. AI?Īrtificial Intelligence – well, apologies, I could have fit the letters “ML” into the headline above but no one would know what I was talking about. But let’s back up and first talk about what this means. I got to sit down with the developers in LA, and also have been playing with the latest builds of Magenta Studio. And, if you’re a developer, you can dig far deeper into the tools and modify them for your own purposes – and even if you have just a little comfort with the command line, you can also train your own models. Because they’re built with Electron (a popular cross-platform JavaScript tool), though, there’s also a standalone version. If you’re working with Ableton Live, you can use Magenta Studio as a set of devices.

Ableton live developers full#

After some more polishing, Magenta Studio is now ready for primetime use since its full release earlier this year.