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Glottal Doppler radar system and its applications to communication and speaker recognition

机译:声门多普勒雷达系统及其在通信和说话人识别中的应用

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A glottal radar system has been successfully developed to extract human speech information with great immunity to acoustic interference, which enables numerous speech related applications. This work proposed and demonstrated two potential uses. First, for the communication quality enhancement of mobile handsets in a noisy environment, the background acoustic noise can be effectively detected and eliminated based on the glottal radar detection of the unvoiced segments. Second, for the use in speaker recognition, the identification rate of the microphone detection system drops to 82% even though the system is in a 15-dB SNR condition. In contrast, the glottal signal radar still remains 95% identification accuracy.
机译:已经成功开发了一种声门雷达系统,该系统可以提取人类语音信息,并且具有极大的抗声干扰能力,从而可以实现众多与语音相关的应用。这项工作提出并展示了两个潜在的用途。首先,为了在嘈杂的环境中提高移动电话的通信质量,可以基于对浊音段的声门雷达检测,有效地检测和消除背景声噪声。第二,对于说话人识别,即使系统处于15 dB的SNR条件,麦克风检测系统的识别率也降至82%。相比之下,声门信号雷达仍保持95%的识别精度。

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