Hardware-software co-design of a speech translation embedded system

Shun-Chieh Lin, Jia-Ching Wang, Hsueh-Wei Yang, Jhing-Fa Wang
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引用次数: 0

Abstract

Previous research has shown that there are two architectures for speech-to-speech translation (S2ST) system implementation. One is client-server based systems that are built on the server computer, which means they are not available anytime or anywhere. The other is portable stand-alone devices, which lack real-time performance. Therefore, this work presents a hardware-software co-design of a speech translation embedded system for portable S2ST applications. This system is characterized by small size, low cost, real-time operation, and high portability. In order to realize the proposed S2ST system, we have designed the ARM-based system-on-a-programmable-chip (SoPC) architecture, the speech translation intellectual property, and the software procedures of the proposed SoPC. The entire design was implemented on ALTERA EPXA10. The English-to-Mandarin translation process can be completed within 0.5 second at a 40 MHz clock frequency with 1,200 translation patterns. The maximum frequency is 46.22 MHz, and the usage of logic elements is 19,318 (50% of the total number of logic elements of the EPXA10 device).
语音翻译嵌入式系统的软硬件协同设计
先前的研究表明,语音到语音翻译(S2ST)系统实现有两种架构。一种是构建在服务器计算机上的基于客户机-服务器的系统,这意味着它们不是随时随地可用的。另一种是便携式独立设备,缺乏实时性能。因此,本文提出了一种用于便携式S2ST应用的语音翻译嵌入式系统的软硬件协同设计。该系统具有体积小、成本低、操作实时、可移植性强等特点。为了实现所提出的S2ST系统,我们设计了基于arm的可编程芯片系统(system-on-a-programmable chip, SoPC)架构、语音翻译知识产权和SoPC的软件程序。整个设计在ALTERA EPXA10上实现。在40兆赫的时钟频率下,1200种翻译模式可以在0.5秒内完成英语到普通话的翻译过程。最大频率为46.22 MHz,逻辑单元使用率为19,318个(占EPXA10设备逻辑单元总数的50%)。
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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