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Method and system for robust pattern matching in continuous speech for spotting a keyword of interest using orthogonal matching pursuit
Method and system for robust pattern matching in continuous speech for spotting a keyword of interest using orthogonal matching pursuit
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机译:连续语音中鲁棒模式匹配的方法和系统,用于使用正交匹配追踪来发现感兴趣的关键字
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摘要
A method for speech recognition, the method includes: extracting time-frequency speech features from a series of reference speech elements in a first series of sampling windows; aligning reference speech elements that are not of equal time span duration; constructing a common subspace for the aligned speech features; determining a first set of coefficient vectors; extracting a time-frequency feature image from a test speech stream spanned by a second sampling window; approximating the extracted image in the common subspace for the aligned extracted time-frequency speech features with a second coefficient vector; computing a similarity measure between the first and the second coefficient vector; determining if the similarity measure is below a predefined threshold; and wherein a match between the reference speech elements and a portion of the test speech stream is made in response to a similarity measure below a predefined threshold. The said reference speech elements correspond to a keyword of interest, wherein Simultaneous Orthogonal Matching Pursuit (SOMP) is used in their alignment.
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