首页> 外国专利> ROBUST SPEECH RECOGNITION IN THE PRESENCE OF ECHO AND NOISE USING MULTIPLE SIGNALS FOR DISCRIMINATION

ROBUST SPEECH RECOGNITION IN THE PRESENCE OF ECHO AND NOISE USING MULTIPLE SIGNALS FOR DISCRIMINATION

机译:利用多种信号进行回声和噪声识别的鲁棒语音识别

摘要

Systems and methods for speech recognition system having a speech processor that is trained to recognize speech by considering (1) a raw microphone signal that includes an echo signal and (2) different types of echo information signals from an echo cancellation system (and optionally different types of ambient noise suppression signals from a noise suppressor). The different types of echo information signals may include those used for echo cancelation and those having echo information. The speech recognition system may convert the raw microphone signal and different types of echo information signals (and optional noise suppression signals) into spectral features in the form of a vector, and a concatenator to combine the feature vectors into a total vector (for a period of time) that is used to train the speech processor, and during use of the speech processor to recognize speech.
机译:用于具有语音处理器的语音识别系统的系统和方法,该语音处理器经过训练以考虑以下因素来识别语音:(1)包括回声信号的原始麦克风信号和(2)来自回声消除系统的不同类型的回声信息信号(以及可选地,不同来自噪声抑制器的环境噪声抑制信号的类型)。不同类型的回声信息信号可以包括用于回声消除的信号和具有回声信息的信号。语音识别系统可以将原始麦克风信号和不同类型的回声信息信号(以及可选的噪声抑制信号)转换为矢量形式的频谱特征,并使用级联器将特征矢量组合为总矢量(一段时间) (时间),用于训练语音处理器,以及在使用语音处理器识别语音的过程中。

著录项

  • 公开/公告号US2016358602A1

    专利类型

  • 公开/公告日2016-12-08

    原文格式PDF

  • 申请/专利权人 APPLE INC.;

    申请/专利号US201514835588

  • 申请日2015-08-25

  • 分类号G10L15/20;G10L15/16;G10L21/0208;

  • 国家 US

  • 入库时间 2022-08-21 13:43:45

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