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Nonlinear Data-Driven Instruments with Simple Artificial Neural Networks (MaxMSP) | Simon Hutchinson

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Simon Hutchinson

Building a simple artificial neural network in Max/MSP for nonlinear, chaotic control of datadriven instruments.

I’ve talked before about datadriven instruments (   • Crafting Musical Experiences with Dat...  , and I’ve talked before about artificial neurons and artificial neural networks (   • Audio Approaches to Artificial Neuron...  ), so here I combine the ideas to use a simple neural network to give some chaotic character to incoming data from a mouse and joystick before converting into into MIDI music. The ANN (Artificial Neural Network) reinterprets the data in way that isn't random, but also isn't linear, perhaps giving some interesting "organic" sophistication to our datadriven instrument.

In this video, I work entirely with musical control in MIDI, but these ideas could also apply to OSC or directly to any musical characteristics (like cutoff frequency of a filter, granular density, etc.).

More Max/MSP Videos:    • Max/MSP | Simon Hutchinson  
More Artificial Neurons and Neural Networks:    • Music and Sound with Neurons and Neur...  

0:00 Intro
1:43 [mousestate] for Data Input
2:58 Mapping a linear datadriven instrument
7:19 Making our Artificial Neuron
15:27 Simple ANN
20:06 Adding Feedback
22:23 Closing Thoughts, Next Steps

Logitech G Extreme 3D Joystick on amazon (affiliate link): https://amzn.to/3u7rHPb
Dr. Jeffrey Stolet’s book on datadriven instruments and electronic music performance (affiliate link): https://amzn.to/40vGfo1

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My VoiceOver gear (affiliate links)
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dbx 286s Channel Strip (amazon): https://amzn.to/3QxZDvN

* I provide affiliate links for some products that I use and enjoy. If you end up buying something through these external links, I may earn a small commission (while the price for you remains the same).

#neuralnetworks #maxmsp #datadriveninstruments #SoundSynthesis #sounddesign #ExperimentalMusic

posted by Kifaransalc