| 一种频域盲分离算法在语音分离中的应用 |
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| 引用本文： | 王颖翠.一种频域盲分离算法在语音分离中的应用[J].山西电子技术,2008(3):63-65. |
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| 作者姓名： | 王颖翠 |
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| 作者单位： | 南京邮电大学通信与信息工程学院,江苏南京210003 |
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| 摘 要： | 频域分离算法将时域计算复杂的解卷积问题变换为频域简单的瞬时分离问题。采用基于自然梯度的迭代函数实现瞬时盲分离,在频域用瞬时盲分离解决时域卷积盲分离问题时,遇到的两个难点就是频点间幅度和排列次序不确定性,为此我们分别采用归一化方法和分阶段分离方法来解决上述两个问题,仿真实验证明了算法的有效性。
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| 关 键 词： | 自然梯度 频域盲分离 排列次序不一致性 |
The Application of Frequency-Domain Blind Source Separation Algorithm in the Separation of Speech Signal |
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| Wang Ying-cui.The Application of Frequency-Domain Blind Source Separation Algorithm in the Separation of Speech Signal[J].Shanxi Electronic Technology,2008(3):63-65. |
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| Authors: | Wang Ying-cui |
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| Affiliation: | Wang Ying-cui (Institute of Communication , Information Engineering,Nanjing University of Post , Telecommunication,Nanjing Jiangsu 210006,China) |
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| Abstract: | A frequency-domain processing can transform computationally a complex convolute BSS problem in time domain to easier-to-solve instantaneous BSS problem in frequency domain.In this paper the iterative function of instantaneous BSS is realized based on natural-gradient.To solve timedomain convolute BSS problem with instantaneous BSS in frequency domain,two challenges is encountered: amplitude inconsistency and permutation inconsistency.In this paper,it adapts normalization and multistage separation respective... |
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| Keywords: | natural-gradient frequency-domain blind separation permutation inconsistency |
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