中华民国中华广播电台及中华民国MJIB之说话人验证研究结果

Chi-Shi Liu, D. H. Liu, So-Lin Yen, Jung-Hsiang Liao, Chun-Hsi Shih, Bor-Shenn Jeng
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引用次数: 0

摘要

在本文中,我们将介绍这两个单元合作的一些研究成果,并提出一些有用的方法来提高说话人验证的性能。这些方法分别是判别训练算法、评分函数和基于声学段的概率模型。通过公共交换电话网收集的100个扬声器数字数据库用于一系列实验。除了介绍每种方法的优点外,还给出了一系列的实验和分析步骤。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Some study results of speaker verification from Chung-Hwa TL and MJIB of ROC
In this paper, we will present some study results from the cooperation of these two units and propose several useful methods to improve the performance of speaker verification. These methods are the discriminative training algorithm, the scoring function and the acoustic segment based probabilistic model. A 100-speaker digit database collected through the public switching telephone network is used for a series of experiments. Besides mentioning the advantages of each proposed method, a series of experiments and analytic steps are also given.
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