Persistent audio modelling for background determination
| dc.contributor.author | Moncrieff, Simon | |
| dc.contributor.author | West, Geoffrey | |
| dc.contributor.author | Venkatesh, Svetha | |
| dc.contributor.editor | SuviSoft Oy Ltd | |
| dc.date.accessioned | 2017-01-30T14:55:32Z | |
| dc.date.available | 2017-01-30T14:55:32Z | |
| dc.date.created | 2009-03-05T00:55:23Z | |
| dc.date.issued | 2005 | |
| dc.identifier.citation | Moncrieff, Simon and West, Geoffrey and Venkatesh, Svetha. 2005. Persistent audio modelling for background determination, in SuviSoft Oy Ltd (ed), IEEE International Conference on Multimedia and Expo (ICME 2005), Jul 6 2005, pp. 41-44. Amerstad, Netherlands: IEEE Computer Society. | |
| dc.identifier.uri | http://hdl.handle.net/20.500.11937/41824 | |
| dc.identifier.doi | 10.1109/ICME.2005.1521355 | |
| dc.description.abstract |
This paper is concerned with modelling background audio online to detect foreground sounds in complex audio environments for surveillance and smart home applications. We examine and expand upon previous work in the audio and video domains, and propose a new implementation of an audio background modelling algorithm, addressing the complexities of audio data. A number of audio features characterizing different aspects of the audio content were analysed to determine the factors relevant to the determination of the background audio. We test the algorithms on three audio data sets of varying complexity. The new approach was successful in modelling the background audio for the test data. | |
| dc.publisher | IEEE Computer Society | |
| dc.title | Persistent audio modelling for background determination | |
| dc.type | Conference Paper | |
| dcterms.source.startPage | 41 | |
| dcterms.source.endPage | 44 | |
| dcterms.source.title | Proceedings of IEEE International Conference on Multimedia & Expo (ICME 2005) | |
| dcterms.source.series | Proceedings of IEEE International Conference on Multimedia & Expo (ICME 2005) | |
| dcterms.source.isbn | 0780393317 | |
| dcterms.source.conference | IEEE International Conference on Multimedia & Expo (ICME 2005) | |
| dcterms.source.conference-start-date | 6 Jul 2005 | |
| dcterms.source.conferencelocation | Amerstad, Netherlands | |
| dcterms.source.place | Finland | |
| curtin.note |
Copyright © 2005 IEEE. This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. | |
| curtin.accessStatus | Open access | |
| curtin.faculty | School of Electrical Engineering and Computing | |
| curtin.faculty | Department of Computing | |
| curtin.faculty | Faculty of Science and Engineering |