There is a newer version of this record available.

Software Open Access

IMPS: The Interactive Musical Prediction System v0.1

Charles Martin

IMPS: The Interactive Musical Predictive System

IMPS is a system for predicting musical control data in live performance. It uses a mixture density recurrent neural network (MDRNN) to observe control inputs over multiple time steps, predicting the next value of each step, and the time that expects the next value to occur. It provides an input and output interface over OSC and can work with musical interfaces with any number of real-valued inputs (we've tried from 1-8). Several interactive paradigms are supported for call-response improvisation, as well as independent operation, and "filtering" of the performer's input. Whenever you use IMPS, your input data is logged to build up a training corpus and a script is provided to train new versions of your model.

Documentation can be found at:

https://github.com/cpmpercussion/imps

and

https://creativepredictions.xyz/imps

 

Files (1.2 MB)
Name Size
cpmpercussion/imps-v0.1.zip
md5:cff4d07dfd4bf536a040aeb8903f7f0d
1.2 MB Download
27
11
views
downloads
All versions This version
Views 2719
Downloads 113
Data volume 15.3 MB3.7 MB
Unique views 2014
Unique downloads 72

Share

Cite as