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Method of determining model-specific factors for pattern recognition, in particular for speech patterns
Method of determining model-specific factors for pattern recognition, in particular for speech patterns
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机译:确定用于模式识别,尤其是用于语音模式的模型特定因素的方法
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摘要
A method for recognizing a pattern that comprises a set of physical stimuli, said method comprising the steps of:providing a set of training observations and through applying a plurality of association models ascertaining various measuring values pj(k|x), j=1 . . . M, that each pertain to assigning a particular training observation to one or more associated pattern classes;setting up a log/linear association distribution by combining all association models of the plurality according to respective weight factors, and joining thereto a normalization quantity to produce a compound association distribution;optimizing said weight factors for thereby minimizing a detected error rate of the actual assigning to said compound distribution;recognizing target observations representing a target pattern with the help of said compound distribution.展开▼