1. A method for use with a speech recognition device for improving speech recognition performance, said method comprising: generating, from speech data for which speech recognition is to be performed, a plurality of pieces of speech data whose start positions of non-speech regions differ; performing speech recognition using each of said pieces of speech data; and identifying the most numerous recognized result from among the plurality of obtained recognized results.