Cognitive Architecture in Mobile Music Interactions
Nate Derbinsky, and Georg Essl
Proceedings of the International Conference on New Interfaces for Musical Expression
- Year: 2011
- Location: Oslo, Norway
- Pages: 104–107
- Keywords: cognitive architecture,machine learning,mobile music
- DOI: 10.5281/zenodo.1177993 (Link to paper)
- PDF link
Abstract:
This paper explores how a general cognitive architecture canpragmatically facilitate the development and exploration ofinteractive music interfaces on a mobile platform. To thisend we integrated the Soar cognitive architecture into themobile music meta-environment urMus. We develop anddemonstrate four artificial agents which use diverse learningmechanisms within two mobile music interfaces. We alsoinclude details of the computational performance of theseagents, evincing that the architecture can support real-timeinteractivity on modern commodity hardware.
Citation:
Nate Derbinsky, and Georg Essl. 2011. Cognitive Architecture in Mobile Music Interactions. Proceedings of the International Conference on New Interfaces for Musical Expression. DOI: 10.5281/zenodo.1177993BibTeX Entry:
@inproceedings{Derbinsky2011, abstract = {This paper explores how a general cognitive architecture canpragmatically facilitate the development and exploration ofinteractive music interfaces on a mobile platform. To thisend we integrated the Soar cognitive architecture into themobile music meta-environment urMus. We develop anddemonstrate four artificial agents which use diverse learningmechanisms within two mobile music interfaces. We alsoinclude details of the computational performance of theseagents, evincing that the architecture can support real-timeinteractivity on modern commodity hardware.}, address = {Oslo, Norway}, author = {Derbinsky, Nate and Essl, Georg}, booktitle = {Proceedings of the International Conference on New Interfaces for Musical Expression}, doi = {10.5281/zenodo.1177993}, issn = {2220-4806}, keywords = {cognitive architecture,machine learning,mobile music}, pages = {104--107}, title = {Cognitive Architecture in Mobile Music Interactions}, url = {http://www.nime.org/proceedings/2011/nime2011_104.pdf}, year = {2011} }