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Speech Enhancement of Mobile Devices Based on the Integration of a Dual Microphone Array and a Background Noise Elimination Algorithm

机译:基于双麦克风阵列和背景噪声消除算法集成的移动设备语音增强

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摘要

Mobile devices are often used in our daily lives for the purposes of speech and communication. The speech quality of mobile devices is always degraded due to the environmental noises surrounding mobile device users. Regretfully, an effective background noise reduction solution cannot easily be developed for this speech enhancement problem. Due to these depicted reasons, a methodology is systematically proposed to eliminate the effects of background noises for the speech communication of mobile devices. This methodology integrates a dual microphone array with a background noise elimination algorithm. The proposed background noise elimination algorithm includes a whitening process, a speech modelling method and an H2 estimator. Due to the adoption of the dual microphone array, a low-cost design can be obtained for the speech enhancement of mobile devices. Practical tests have proven that this proposed method is immune to random background noises, and noiseless speech can be obtained after executing this denoise process.
机译:移动设备经常在我们的日常生活中用于语音和通信目的。由于移动设备用户周围的环境噪声,移动设备的语音质量始终会下降。遗憾的是,针对此语音增强问题,无法轻松开发出有效的背景降噪解决方案。由于这些所描述的原因,系统地提出了一种方法来消除背景噪声对移动设备的语音通信的影响。该方法将双麦克风阵列与背景噪声消除算法集成在一起。提出的背景噪声消除算法包括白化过程,语音建模方法和H2估计器。由于采用了双麦克风阵列,因此可以获得用于移动设备语音增强的低成本设计。实际测试证明,该方法不受随机背景噪声的影响,经过降噪处理后可以得到无噪声的语音。

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