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In this paper we develop an approach to automatic, data-driven generation of pronunciation dictionaries for keyword spotting(KWS) systems. In practical applications, KWS tasks often have to deal with keywords whose pronunciations can not be found in the dictionary. To solve this problem, we study how to derive pronunciations automatically from speech samples of keywords. Recognized sequences from...