software . 2019

IMPS: The Interactive Musical Prediction System v0.1

Charles Martin;
Open Source
  • Published: 28 Feb 2019
  • Publisher: Zenodo
Abstract
<p>IMPS: The Interactive Musical Predictive System</p> <p>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&#39;ve tried from 1-8). Several interactive paradigms are supported for call-response improvisation, as well as independent operation, and &quot;filtering&quot; of the performer&#39;s input. Whenever you us...
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free text keywords: python, music, prediction, mdn, rnn, neural-network, mixture-density-network
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Zenodo
Software . 2019
Provider: Datacite
Zenodo
Software . 2019
Provider: Zenodo
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