Towards a Timbral Classification System for Musical Excerpts
dc.contributor.author | Miranda, Eduardo | |
dc.contributor.author | Antoine, A | |
dc.contributor.author | Williams, D | |
dc.date.accessioned | 2016-11-28T16:15:51Z | |
dc.date.available | 2016-11-28T16:15:51Z | |
dc.date.issued | 2016-09-13 | |
dc.identifier.uri | http://hdl.handle.net/10026.1/8034 | |
dc.description.abstract |
Searching for audio samples within a library can be a tedious and time-consuming task. In this paper, we report on the design of a pilot automatic classification system that utilises timbral properties to automatically classify audio samples. At this stage of the study, we have decided to work only with orchestral audio samples. In addition, we conducted a perceptual experiment to evaluate the performance of the system across five timbral attributes: breathiness, brightness, dullness, roughness and warmth. Promising classification results indicate that this approach may be suitable for further work that could also benefit some music production tasks. | |
dc.language.iso | en | |
dc.title | Towards a Timbral Classification System for Musical Excerpts | |
dc.type | conference | |
plymouth.date-start | 2016-09-13 | |
plymouth.conference-name | 2nd AES Workshop on Intelligent Music Production | |
plymouth.journal | Proceedings of the 2nd AES Workshop on Intelligent Music Production | |
plymouth.organisational-group | /Plymouth | |
plymouth.organisational-group | /Plymouth/Faculty of Arts, Humanities and Business | |
plymouth.organisational-group | /Plymouth/REF 2021 Researchers by UoA | |
plymouth.organisational-group | /Plymouth/REF 2021 Researchers by UoA/UoA33 Music, Drama, Dance, Performing Arts, Film and Screen Studies | |
plymouth.organisational-group | /Plymouth/Users by role | |
plymouth.organisational-group | /Plymouth/Users by role/Academics | |
plymouth.organisational-group | /Plymouth/Users by role/Researchers in ResearchFish submission | |
dc.publisher.place | London | |
dcterms.dateAccepted | 2016-08-10 | |
dc.rights.embargoperiod | Not known | |
rioxxterms.licenseref.uri | http://www.rioxx.net/licenses/all-rights-reserved | |
rioxxterms.licenseref.startdate | 2016-09-13 | |
rioxxterms.type | Conference Paper/Proceeding/Abstract |