標題: Estimation of Sound Source Number and Directions under a Multi-source Environment
作者: Hu, Jwu-Sheng
Yang, Chia-Hsing
Wang, Cheng-Kang
電控工程研究所
Institute of Electrical and Control Engineering
公開日期: 2009
摘要: Sound source localization is an important feature in robot audition. This work proposes a sound source number and directions estimation method by using the delay information of microphone array. An eigenstructure-based generalized cross correlation method is proposed to estimate time delay between microphones. Upon obtaining the time delay information, the sound source direction and velocity can be estimated by least square method. In multiple sound source case, the time delay combination among microphones is arranged such that the estimated sound speed value falls within an acceptable range. By accumulating the estimation results of sound source direction and using adaptive K-means++ algorithm, the sound source number and directions can be estimated.
URI: http://hdl.handle.net/11536/15391
http://dx.doi.org/10.1109/IROS.2009.5354706
ISBN: 978-1-4244-3803-7
DOI: 10.1109/IROS.2009.5354706
期刊: 2009 IEEE-RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS
起始頁: 181
結束頁: 186
顯示於類別:會議論文


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