Conference Publication Details
Mandatory Fields
Stephen Roddy
Computer Simulated Musical Creativity
Ambient Data Monitoring w/Generative Music Systems using Evolutionary Computing & Machine Learning Techniques
Optional Fields
Sonification, Generative Music, Ambient Monitoring, Machine Learning, Data Analytics, Evolutionary Computing, Human-computer Interaction, Sound & Music Computing
University College Dublin
This is a position paper which describes work in progress to develop an AI/ML driven auditory ambient information system which incorporates generative music techniques and considers some of the factors involved the design and development of a system of this nature. The system is intended to represent and communicate information about cryptocurrency markets to a user. The generative music system uses evolutionary computing and machine learning techniques, which are driven by the original cryptocurrency data, to create musical information. This information is then mapped to synthesis parameters. The implementation described is web based running client-side in the browser. The paper describes the relevant background literature before presenting a generalised model for a system of this nature before discussing aspects of the implementation in its current state. The paper closes with a discussion of the system and future work.
Irish Research Council & Science Foundation Ireland
Grant Details
Irish Research Council
This publication has been funded by an Irish Research Council Government of Ireland Postdoctoral Fellwoship Award. This publication has emanated from research supported in part by a research grant from Science Foundation Ireland (SFI) and is co- funded under the European Regional Development Fund under Grant Number 13/RC/2077.