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Matching algorithm for isolated speech recognition

机译:孤立语音识别的匹配算法

摘要

The present invention provides a system and method for improving conventional, isolated word, speech recognition systems. According to exemplary embodiments of the present invention, a pattern matching algorithm is provided that permits an unknown speech signal to be recognized with fewer memory access operations compared to conventional techniques. The pattern matching algorithm performs multiple successive calculations on speech reference data retrieved from memory to thereby reduce the number of times that the same data is retrieved. By reducing the number of memory access operations, the throughput of the speech recognition system can be increased. As an alternative, the pattern matching algorithm allows for an increase in the size of the speech recognition system's vocabulary.
机译:本发明提供了一种用于改进传统的孤立单词语音识别系统的系统和方法。根据本发明的示例性实施例,提供了一种模式匹配算法,与传统技术相比,该模式匹配算法允许以较少的存储器访问操作来识别未知语音信号。模式匹配算法对从内存中检索到的语音参考数据执行多次连续计算,从而减少了检索相同数据的次数。通过减少存储器访问操作的数量,可以增加语音识别系统的吞吐量。作为替代,模式匹配算法允许语音识别系统的词汇量增加。

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