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Reconfigurable FPGA-based switching path frequency-domain echo canceller with applications to voice control device

机译:基于FPGA的可重构开关路径频域回声消除器及其在语音控制设备中的应用

摘要

Acoustic echo control is of vital interest for hands-free operation of telecommunications equipment. An important property of an acoustic echo canceller is its capability to handle double-talk and be able to operate in real time. When it is applied to intelligent voice control device, it is important to suppress the speech from the device and enhance the speech of the user for speech recognition, where double-talk situation is frequently occurred. In this paper, we propose a novel hardware architecture to support a robust adaptive algorithm in combination with a switching path model to tackle the double-talk situation. The proposed switching path model avoids adapting two filters at the same time during double-talk and prevents the disadvantage of the conventional two-path model. In order to achieve computational efficiency and to meet the rigorous timing requirements, the echo canceller is operated in the frequency domain and its computing power is raised by a hardware accelerator implemented in the FPGA fabric surrounding a PowerPC on a Xilinx XUP V2P platform. Results obtained show the echo canceller is successful in handling double-talk situation and the sub-band implementation has improved convergence significantly. An overall improvement by 82.5 times is achieved when a hardware accelerator is used to perform the critical part of the algorithm over a pure software implementation running on a 300 MHz embedded PowerPC processor.
机译:回声控制对于电信设备的免提操作至关重要。回声消除器的一个重要特性是其能够处理双向通话并能够实时运行。当将其应用于智能语音控制设备时,重要的是抑制来自该设备的语音并增强用户的语音以用于语音识别(经常发生双向通话情况)。在本文中,我们提出了一种新颖的硬件架构来支持鲁棒的自适应算法,并结合切换路径模型来解决双方通话的情况。所提出的切换路径模型避免了在双向通话期间同时适配两个滤波器,并避免了传统的两路径模型的缺点。为了达到计算效率并满足严格的时序要求,回声消除器在频域中运行,并通过在Xilinx XUP V2P平台上围绕PowerPC的FPGA架构中实现的硬件加速器来提高其计算能力。获得的结果表明,回声消除器在处理双向通话情况下是成功的,并且子带的实现显着提高了收敛性。当使用硬件加速器在300 MHz嵌入式PowerPC处理器上运行的纯软件实现之上执行算法的关键部分时,可将整体性能提高82.5倍。

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