Presentation 2013-07-11
An Avoidance of Particle Intensification in Multiple Sound Source Tracking
Naoyori MATSUDA, Kenji SUYAMA,
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Abstract(in English) Particle filters are widely used for sound source tracking using microphone arrays. When there are multiple sound sources, however, a particle intensification problem arises. The intensification of particles toward active sound sources often occurs in the silent periods of the other sound sources, and after that, tracking every sound source is disabled. To overcome this problem, groups of particles are newly introduced and assigned to each source. The intensification is detected by measuring an inter-group distance, and then the particles are reallocated. Several experimental results in an actual environment showed that the proposed method could track multiple sound sources in real-time.
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Keyword(in English) microphone array / sound source tracking / particle filter
Paper # CAS2013-4,VLD2013-14,SIP2013-34,MSS2013-4
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Conference Date 2013/7/4(1days)
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Registration To Mathematical Systems Science and its applications(MSS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) An Avoidance of Particle Intensification in Multiple Sound Source Tracking
Sub Title (in English)
Keyword(1) microphone array
Keyword(2) sound source tracking
Keyword(3) particle filter
1st Author's Name Naoyori MATSUDA
1st Author's Affiliation Department of Electrical and Electronic Engineering, School of Engineering, Tokyo Denki University()
2nd Author's Name Kenji SUYAMA
2nd Author's Affiliation Department of Electrical and Electronic Engineering, School of Engineering, Tokyo Denki University
Date 2013-07-11
Paper # CAS2013-4,VLD2013-14,SIP2013-34,MSS2013-4
Volume (vol) vol.113
Number (no) 121
Page pp.pp.-
#Pages 6
Date of Issue