dc.contributor.author | Roddy, Stephen | |
dc.date.accessioned | 2022-02-08T11:03:32Z | |
dc.date.available | 2022-02-08T11:03:32Z | |
dc.date.created | 25 28 June 2021 | en |
dc.date.issued | 2021 | |
dc.date.submitted | 2021 | en |
dc.identifier.citation | Stephen Roddy & Brian Bridges, THE DESIGN OF A SMART CITY SONIFICATION SYSTEM USING A CONCEPTUAL BLENDING AND MUSICAL FRAMEWORK, WEB AUDIO AND DEEP LEARNING TECHNIQUES, The 26th International Conference on Auditory Display (ICAD 2021), Virtual Conference, 25 28 June 2021, 21, 2021 | en |
dc.identifier.other | Y | |
dc.identifier.uri | http://hdl.handle.net/2262/98051 | |
dc.description.abstract | This paper describes an auditory display system for smart
city data for Dublin City, Ireland. It introduces and describes
the different layers of the system and outlines how they
operate individually and interact with one another. The
system uses a deep learning model called a variational
autoencoder to generate musical content to represent data
points. Further data-to-sound mappings are introduced via
parameter mapping sonification techniques during sound
synthesis and post-processing. Conceptual blending and
music theory provide frameworks, which govern the design
of the system. The paper ends with a discussion of the design
process that contextualizes the contribution, highlighting the
interdisciplinary nature of the project, which spans data
analytics, music composition and human-computer
interaction. | en |
dc.language.iso | en | en |
dc.relation.ispartofseries | 21; | |
dc.rights | Y | en |
dc.subject | Human-computer interaction | en |
dc.subject | Music theory | en |
dc.subject | Conceptual blending | en |
dc.title | THE DESIGN OF A SMART CITY SONIFICATION SYSTEM USING A CONCEPTUAL BLENDING AND MUSICAL FRAMEWORK, WEB AUDIO AND DEEP LEARNING TECHNIQUES | en |
dc.title.alternative | The 26th International Conference on Auditory Display (ICAD 2021) | en |
dc.type | Conference Paper | en |
dc.contributor.sponsor | Science Foundation Ireland (SFI) | en |
dc.contributor.sponsor | Irish Research Council (IRC) | en |
dc.type.supercollection | scholarly_publications | en |
dc.type.supercollection | refereed_publications | en |
dc.identifier.peoplefinderurl | http://people.tcd.ie/stroddy | |
dc.identifier.rssinternalid | 237885 | |
dc.rights.ecaccessrights | openAccess | |
dc.contributor.sponsorGrantNumber | 13/RC/2077 | en |
dc.subject.TCDTheme | Creative Arts Practice | en |
dc.subject.TCDTheme | Creative Technologies | en |
dc.subject.TCDTheme | Digital Engagement | en |
dc.subject.TCDTheme | Digital Humanities | en |
dc.subject.TCDTheme | Inclusive Society | en |
dc.subject.TCDTheme | Making Ireland | en |
dc.subject.TCDTheme | Smart & Sustainable Planet | en |
dc.subject.TCDTheme | Telecommunications | en |
dc.subject.TCDTag | Auditory Display | en |
dc.subject.TCDTag | Internet of Things | en |
dc.subject.TCDTag | MACHINE LEARNING | en |
dc.subject.TCDTag | Smart Cities | en |
dc.subject.TCDTag | Sonification | en |
dc.identifier.rssuri | https://www.researchgate.net/publication/352737562_The_Design_of_a_Smart_City_Sonification_System_using_a_Conceptual_Blending_and_Musical_Framework_Web_Audio_and_Deep_Learning_Techniques | |
dc.identifier.orcid_id | 0000-0001-8491-3031 | |
dc.subject.darat_thematic | Culture | en |
dc.subject.darat_thematic | Social services, interventions and supports | en |
dc.status.accessible | N | en |