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Integrated circuits for a real-time large-vocabulary continuous speech recognition system

机译:实时大词汇量连续语音识别系统的集成电路

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摘要

The architecture and implementation of a word processing subsystem for a real-time speech recognition system using hidden Markov models are described. The bottleneck of this system, which is the acquisition of data, is demonstrated, and an architecture that speeds up this bottleneck using on-chip dual-ported cache memories is presented. The architecture is described in a textual form, and the layout data were completely automatically generated. The chips have been fabricated through MOSIS using a 2- mu m CMOS n-well technology. The functionality of the processors was successfully tested using the scan-path test methodology. The clock rate for the scan-path test was 5 MHz to guarantee proper operation of the circuits for this clock rate. All the processors were first time working silicon.
机译:描述了使用隐藏马尔可夫模型的实时语音识别系统的文字处理子系统的体系结构和实现。演示了该系统的瓶颈,即数据的获取,并提出了一种使用片上双端口高速缓存来加速该瓶颈的体系结构。该架构以文本形式描述,并且布局数据是完全自动生成的。这些芯片是通过MOSIS使用2微米CMOS n阱技术制造的。使用扫描路径测试方法已成功测试了处理器的功能。扫描路径测试的时钟速率为5 MHz,以保证该时钟速率下电路的正确运行。所有处理器都是首次工作在硅片上。

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