A singlesourcebins (SSBs) detectionbasedmultiplesourcelocalisationscheme is proposed. This scheme is based on detecting the SSBs in mixture signals that are only derived from one source. Specifically, after pro...
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A singlesourcebins (SSBs) detectionbasedmultiplesourcelocalisationscheme is proposed. This scheme is based on detecting the SSBs in mixture signals that are only derived from one source. Specifically, after proposing a DOA convergence' assumption, K-means clustering algorithm is used for SSBs detecting. Thus, the multiplesourcelocalisation is converted to a singlesource one among these SSBs. Moreover, the proposed SSBs detection is applicable to other localisation methods and not limited to specific microphone topology. Experimental results demonstrate the localisation accuracy of the proposed method outperforms the localisation approaches which are based on singlesource zone detection.
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