首页> 外国专利> Speech recognition method and apparatus, a computer-readable storage medium, and a computer- readable program for obtaining the mean of the time of speech and non-speech portions of input speech in the cepstrum dimension

Speech recognition method and apparatus, a computer-readable storage medium, and a computer- readable program for obtaining the mean of the time of speech and non-speech portions of input speech in the cepstrum dimension

机译:语音识别方法和装置,计算机可读存储介质和计算机可读程序,用于获取倒谱维度中语音时间和输入语音的非语音部分的平均值

摘要

An apparatus and method for speech recognition includes a device and a step for obtaining a mean of the time of a speech portion in the Cepstrum dimension from the speech portion of the input speech, a device and step for obtaining a mean of a time of the non-speech portion in the Cepstrum dimension from the non-speech portion of the input speech, a device and step for converting each mean time from a Cepstrum region to a linear region, and after that, subtracting it on a linear spectrum dimension, converting the subtracted mean into a Cepstrum dimension, subtracting a mean of a time of a speech portion in a Cepstrum dimension in a speech database for learning from the converted result, and adding the subtracted result to a speech model expressed by Cepstrum. By this arrangement, even when noise is large, the presumed precision of a line fluctuation is raised and the recognition rate can be improved.
机译:用于语音识别的装置和方法包括用于从输入语音的语音部分获得倒谱维度中的语音部分的时间平均值的设备和步骤,用于获得语音的时间平均值的设备和步骤。从输入语音的非语音部分中倒频谱维度中的非语音部分,用于将平均时间从倒频谱区域转换为线性区域的装置和步骤,然后在线性频谱维度中将其减去,以进行转换将所减去的平均值转换为倒谱维,从转换后的结果中减去语音数据库中用于学习的倒谱维的语音部分的时间的平均值,并将相减后的结果加到由倒谱表示的语音模型中。通过这种布置,即使当噪声较大时,也可以提高线路波动的推测精度,并且可以提高识别率。

著录项

  • 公开/公告号US5924067A

    专利类型

  • 公开/公告日1999-07-13

    原文格式PDF

  • 申请/专利权人 CANON KABUSHIKI KAISHA;

    申请/专利号US19970821719

  • 发明设计人 YASUNORI OHORA;TETSUO KOSAKA;

    申请日1997-03-20

  • 分类号G10L9/06;

  • 国家 US

  • 入库时间 2022-08-22 02:07:49

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