用于延迟语音识别计算的并行VLSI神经系统设计

D. Zhang
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引用次数: 1

摘要

神经系统作为时间序列模式的处理器,已经成功地应用于几种依赖说话人的语音识别计算。它们可以通过流水线架构有效地实现。提出了一种基于VLSI神经系统的并行时延语音识别算法。系统设计方法强调计算模型、架构描述和VLSI系统实现之间的协调。最后给出了时延语音识别在VLSI神经系统设计和性能分析中的应用实例,以说明并行计算的有效性。
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Parallel VLSI neural system design for time-delay speech recognition computing
Neural system, as processors of time-sequence patterns, have been successfully applied to several speaker-dependent speech recognition computing. They can be efficiently implemented by a pipelined architecture. In this paper, parallel time-delay speech recognition computing for VLSI neural systems is presented. The system design methodology is to emphasize coordination between computational model, architectural description, and VLSI systolic implementation. Examples of time-delay speech recognition applications to VLSI neural system design and performance analysis are given to illustrate effectiveness of the parallel computation.
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