Show simple item record

dc.contributor.authorKim, Du Yong
dc.contributor.authorVo, B.
dc.contributor.authorNordholm, Sven
dc.date.accessioned2018-05-18T07:57:44Z
dc.date.available2018-05-18T07:57:44Z
dc.date.created2018-05-18T00:23:16Z
dc.date.issued2017
dc.identifier.citationKim, D.Y. and Vo, B. and Nordholm, S. 2017. Multiple speaker tracking with the GLMB filter, pp. 38-43.
dc.identifier.urihttp://hdl.handle.net/20.500.11937/67212
dc.identifier.doi10.1109/ICCAIS.2017.8217590
dc.description.abstract

© 2017 IEEE. In this paper we propose a new solution to the problem of tracking multiple speakers from multiple microphone arrays in a reverberant acoustic environment. The acoustic environment with its complex reflection patterns with its underlying data association uncertainty pose the two most significant challenges in the multi-speaker tracking problem. We provide an approach that employs individual Time Difference of Arrival measurements collected by pairs of microphones in using multiple distributed pairs in conjunction with the Generalized Labeled Multi-Bernoulli (GLMB) tracker. The distributed measurements together with the GLMB tracking filter exploits the spatiotemporal correlation of the true sources from data frame to data frame, whereas the spurious measurements arising from reverberations exhibit no temporal consistency as the speakers move in the room.

dc.titleMultiple speaker tracking with the GLMB filter
dc.typeConference Paper
dcterms.source.volume2017-January
dcterms.source.startPage38
dcterms.source.endPage43
dcterms.source.title2017 International Conference on Control, Automation and Information Sciences, ICCAIS 2017
dcterms.source.series2017 International Conference on Control, Automation and Information Sciences, ICCAIS 2017
dcterms.source.isbn9781538631140
curtin.departmentSchool of Electrical Engineering, Computing and Mathematical Science (EECMS)
curtin.accessStatusFulltext not available


Files in this item

FilesSizeFormatView

There are no files associated with this item.

This item appears in the following Collection(s)

Show simple item record