Real-time SoC architecture and implementation for Variable Speech PDF based noise cancellation system

Aditya Ferry Ardyanto, I. Hafizh, Septian Gilang Permana Putra, T. Adiono
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引用次数: 1

Abstract

This paper discusses the architecture and implementation of system-on-chip (SoC) for noise cancellation system which uses Variable Speech PDF and MAP Estimation as noise cancelling algorithm. The hardware software co-design approach is used to achieve real-time performance while considering ease of implementation and design flexibility. The software module utilizes LEON SPARC-v8 and FPU co-prosessor as processing unit. The AMBA based Hanning Filter and FFT/IFFT are designed as processing accelerator module to increase system performance. The FFT/IFFT module uses custom Radix-22 Single Delay Feedback (R22SDF). In order to provide high data transfer rate between buffer and hardware accelerators, the DMA controller is also designed. The overall system implementation utilizes 18,500 logic elements and uses 21.87 kB of memory. Latency of the system is 0.69 ms so the system can be run in real-time. The system is implemented on FPGA Altera DE2-70 with both algorithms and the noise cancellation function has been verified.
基于可变语音PDF的实时SoC结构与降噪系统实现
本文讨论了采用可变语音PDF和MAP估计作为降噪算法的片上系统(SoC)的结构和实现。采用软硬件协同设计的方法,在考虑易实现性和设计灵活性的同时实现实时性。软件模块采用LEON SPARC-v8和FPU协处理器作为处理单元。采用基于AMBA的汉宁滤波器和FFT/IFFT作为处理加速模块,提高系统性能。FFT/IFFT模块使用自定义Radix-22单延迟反馈(R22SDF)。为了在缓冲器和硬件加速器之间提供高的数据传输速率,还设计了DMA控制器。整个系统实现使用18,500个逻辑元件,使用21.87 kB内存。系统延迟为0.69 ms,可以实时运行。该系统在Altera DE2-70 FPGA上实现,并对算法和降噪功能进行了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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