A General Purpose Chipset For Speech Recognition

Z.M. Rannon, O. Paiss, Eli Shabiro, I. Shallom
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引用次数: 0

Abstract

A high performance, flexible, low cost chipset for automatic speech recognition is presented which can be incorporated in a large range of consumer products. The chipset recognizes isolated words in speakerdependent mode. It implements a robust, modified, two stage DTW algorithm, achieving a recognition rate above 99%, when tested with a 10 words vocabulary in an office environment. This result is obtained using only two user trained templates per word. For enabling user-friendly man-machine interface, speech compression and synthesis are also performed by the chipset.
用于语音识别的通用芯片组
提出了一种高性能、灵活、低成本的语音自动识别芯片组,该芯片组可广泛应用于各种消费产品。芯片组在扬声器依赖模式下识别孤立的单词。它实现了一种鲁棒的、改进的两阶段DTW算法,在办公环境中对10个单词的词汇表进行了测试,识别率达到99%以上。这个结果是使用每个单词只有两个用户训练模板获得的。为了实现用户友好的人机界面,芯片组还进行了语音压缩和合成。
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CiteScore
1.90
自引率
0.00%
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0
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