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    • 9. 发明授权
    • Speech recognition method and apparatus thereof
    • 语音识别方法及其装置
    • US5003601A
    • 1991-03-26
    • US323098
    • 1989-03-07
    • Masao WatariYoichiro SakoMakoto AkabaneAtsunobu Hiraiwa
    • Masao WatariYoichiro SakoMakoto AkabaneAtsunobu Hiraiwa
    • G10L15/00
    • G10L15/00
    • A speech recognition method and apparatus in which a plurality of time-sequential acoustic parameters are derived from a segmented input speech signal and are used to form a first trajectory that is time normalized. The time-normalized trajectory is sampled at predetermined lengths therealong and the sampling results used to form a new time-normalized trajectory with equally spaced points ("dots" on the graph), which is compared with a plurality of previously registered trajectories until a match is found between the new time-normalized trajectory and one of the registered trajectories, at which time an indication of the results of the matching is produced. A silence acoustic parameter can also be added to the time-sequential acoustic parameters so that the time-normalized trajectory can start and end from a point of silence. In addition, the length of the first trajectory formed from the acoustic parameters derived from the segmented speech signals is determined and used in the matching operation with the registered trajectories, so that the lengths of the trajectories as well as the distances between the formed trajectory and the stored trajectory are also taken into account to increase the recognition ratio.
    • 一种语音识别方法和装置,其中从分段输入语音信号导出多个时间顺序的声学参数,并且用于形成时间归一化的第一轨迹。 时间归一化轨迹以其预定长度被采样,并且采样结果用于形成具有等间隔点(图上的“点”)的新的时间归一化轨迹,其与多个先前记录的轨迹进行比较,直到匹配 在新的时间归一化轨迹和一个注册的轨迹之间找到,此时产生匹配结果的指示。 还可以将静音声学参数添加到时间顺序的声学参数中,使得时间归一化轨迹可以从沉默点开始和结束。 另外,从与分段语音信号导出的声学参数形成的第一轨迹的长度被确定并在与注册的轨迹的匹配操作中使用,使得轨迹的长度以及形成的轨迹和 还考虑了存储的轨迹以增加识别率。