Title :
Speaker retrieval based on minimum distance in HCT
Author :
Ji-Chen Yang ; Yan-Xiong Li ; Xiao-Hui Feng ; Qian-Hua He ; Jun He
Author_Institution :
Sch. of Electron. & Inf. Eng., South China Univ. of Technol., Guangzhou, China
Abstract :
In hierarchical cellar tree (HCT), this paper proposes a novel and effective speaker retrieval method based on minimum distance, which can be much better used to calculate the distance of unequal length vectors. In speaker indexing stage, minimum distance is used to control cell mitosis and HCT growing. In speaker retrieval stage, minimum distance is used to retrive the most relevant speakers. Experimental results have demonstrated that the minimum distance can be much better than some common used distance formulas.
Keywords :
audio databases; database indexing; information retrieval; HCT; cell mitosis; hierarchical cellar tree; minimum distance; speaker indexing stage; speaker retrieval method; unequal-length vector distance; Hierarchical cellar tree; Minimum distance; Speaker indexing; Speaker retrieval;
Conference_Titel :
Wireless Mobile and Computing (CCWMC 2011), IET International Communication Conference on
Conference_Location :
Shanghai
DOI :
10.1049/cp.2011.0890