基于相位差方差的目标语音信号提取

Eiji Saito, A. Kawamura
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引用次数: 0

摘要

可听设备(hearable device)是一种人耳可穿戴设备,用于通讯、娱乐、健康指导等。对于人与人之间的语音交流,可听设备的一个重要问题是在多个语音信号存在的环境中增强目标语音信号。在本文中,我们提出了一种提取目标语音信号的方法,该方法假设目标说话者离可听设备用户最近且在前面。该方法将观察到的语音混合分离到每个语音信号中,并基于两耳之间相位差的方差估计目标语音信号。所提出的方法可以作为批处理算法或在线算法实现。我们对两种算法的性能进行了评估,并表明在线算法对可听设备更有效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Target Speech Signal Extraction Using Variance of Phase Difference
It has been attracted attention to a hearable device which is one of wearable devices on human ears for communications, entertainment, health coaching, and so on. For human-to-human speech communication, an important issue of the hearable device is to enhance a target speech signal in an environment where multiple speech signals exist. In this paper, we propose a method to extract the target speech signal under the assumption that the target speaker be the nearest and the front to the hearable device user. The proposed method separates an observed speech mixture to each speech signals and estimates the target speech signal based on a variance of a phase difference between both ears. The proposed method can be implemented as a batch algorithm or an online algorithm. We evaluate the capability of the proposed method on both algorithms, and show that the online algorithm is more effective to a hearable device.
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