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| 论文题目 |
Robust Speaker Clustering Using Affinity Propagation |
| 论文题目（英文） |
Robust Speaker Clustering Using Affinity Propagation |
| 作者 |
张翔 |
| 发表年度 |
2008 |
| 卷 |
E91-D |
| 期 |
11 |
| 页码 |
2739-2741 |
| 期刊名称 |
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| 摘要 |
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| 摘要_英文 |
In this letter, a recently proposed clustering algorithm named affinity propagation is introduced for the task of speaker clustering. This novel algorithm exhibits fast execution speed and finds clusters with low error. However, experiments show that the speaker purity of affinity propagation is not satisfying. Thus, we propose a hybrid approach that combines affinity propagation with agglomerative hierarchical clustering to improve the clustering performance. Experiments show that compared with traditional agglomerative hierarchical clustering, the hybrid method achieves better performance on the test corpora |
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