发明名称 System and method of pattern recognition in very high-dimensional space
摘要 A system and method of recognizing speech comprises an audio receiving element and a computer server. The audio receiving element and the computer server perform the process steps of the method. The method involves training a stored set of phonemes by converting them into n-dimensional space, where n is a relatively large number. Once the stored phonemes are converted, they are transformed using single value decomposition to conform the data generally into a hypersphere. The received phonemes from the audio-receiving element are also converted into n-dimensional space and transformed using single value decomposition to conform the data into a hypersphere. The method compares the transformed received phoneme to each transformed stored phoneme by comparing a first distance from a center of the hypersphere to a point associated with the transformed received phoneme and a second distance from the center of the hypersphere to a point associated with the respective transformed stored phoneme.
申请公布号 US7006969(B2) 申请公布日期 2006.02.28
申请号 US20010998959 申请日期 2001.11.01
申请人 AT&T CORP. 发明人 ATAL BISHNU SAROOP
分类号 G10L15/10;G10L15/02;G10L15/04;G10L15/06;G10L19/14 主分类号 G10L15/10
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