一种用于双耳助听器系统的MVDR- MWF组合算法

Z. Sun, Yingdan Li, Hanjun Jiang, Fei Chen, Zhihua Wang
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引用次数: 7

摘要

开发了一种以智能手机为中心的软件定义双耳助听器系统。这种架构利用了智能手机强大的计算硬件和内存容量。声音信号是在复杂的声学场景下捕获的。需要进一步加强,以满足患者的个性化需求。提出了一种最小方差失真响应(MVDR)和双耳多通道维纳滤波(MWF)相结合的语音增强算法(MMC)。该算法能够在复杂声学环境下实现降噪和保留语际线索的平衡,从而提高语音智能。主客观评价结果以及在智能手机平台双耳助听器案例上的运行验证了我们工作的有效性。
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A MVDR- MWF Combined Algorithm for Binaural Hearing Aid System
A software defined binaural hearing aid system with a smartphone-centered architecture has been developed. This architecture takes advantage of the powerful computing hardware and memory capacity of smartphones. The sound signals are captured under complex acoustics scenes. And they need further enhancement to satisfy patients' personalized requirements. A minimum variance distortion response (MVDR) and binaural multichannel wiener filtering (MWF) combined algorithm (MMC) for speech enhancement is proposed. The proposed algorithm can achieve balance between noise reduction in complex acoustics environment and preservation of interaural cues therefore improve speech intelligence at the same time. The subjective and objective evaluation results as well as running on the binaural hearing aid with smartphone platform case demonstrate the efficiency of our work.
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