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A realtime, open-source speech-processing platform for research in hearing loss compensation

机译:实时,开源的语音处理平台,用于听力损失补偿研究

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We are developing a realtime, wearable, open-source speech-processing platform (OSP) that can be configured at compile and run times by audiologists and hearing aid (HA) researchers to investigate advanced HA algorithms in lab and field studies. The goals of this contribution are to present the current system and propose areas for enhancements and extensions. We identify (i) basic and (ii) advanced features in commercial HAs and describe current signal processing libraries and reference designs to build a functional HA. We present performance of this system and compare with commercial HAs using "Specification of Hearing Aid Characteristics," the ANSI 3.22 standard. We then describe a wireless protocol stack for remote control of the HA parameters and uploading media and HA status for offline research. The proposed architecture enables advanced research to compensate for hearing loss by offloading processing from ear-level-assemblies, thereby eliminating the bottlenecks of CPU and communication between left and right HAs.
机译:我们正在开发一个实时,可穿戴的开源语音处理平台(OSP),可以由听力学家和助听器(HA)研究人员在编译和运行时对其进行配置,以研究实验室和现场研究中的高级HA算法。这项贡献的目的是介绍当前的系统并提出增强和扩展的领域。我们确定了商用HA中的(i)基本和(ii)高级功能,并描述了当前的信号处理库和参考设计以构建功能性HA。我们介绍了该系统的性能,并使用ANSI 3.22标准的“助听器特性规范”与商用HA进行了比较。然后,我们描述了用于远程控制HA参数以及上传媒体和HA状态以进行脱机研究的无线协议堆栈。所提出的体系结构使高级研究能够通过减轻耳朵级组件的负担来补偿听力损失,从而消除了CPU瓶颈以及左右HA之间的通信。

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