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A portable USB-based microphone array device for robust speech recognition

机译:基于便携式USB的麦克风阵列设备,可实现强大的语音识别

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We present a USB-based, highly directional, and portable microphone array device that delivers a crisp, clear and noise-reduced speech signal. This device consists of four linearly distributed microphone sensors and a filter-and-sum beamformer designed using broadband beam-forming algorithm. The device has a narrow acoustic beam pattern and identical frequency responses for almost all speech bands. In addition to beamforming, an adaptive noise reduction algorithm is used to further reduce the background noise. By utilizing both the spatial and temporal information, the SNR of speech signals is improved and speech recognition performance in noisy environments is significantly improved as reported in our experiments.
机译:我们提出了一种基于USB的,高度定向的便携式麦克风阵列设备,该设备可提供清晰,清晰和降噪的语音信号。该设备由四个线性分布的麦克风传感器和一个使用宽带波束形成算法设计的滤波器和波束形成器组成。该设备在几乎所有语音频段上均具有较窄的声束方向图和相同的频率响应。除波束成形外,自适应降噪算法还用于进一步降低背景噪声。通过同时利用空间和时间信息,语音信号的SNR得以改善,并且在嘈杂环境中的语音识别性能也得到了显着改善,如我们的实验所报道。

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