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MICROPHONE ARRAY BASED SPEECH RECOGNITION SYSTEM AND TARGET SPEECH EXTRACTION METHOD OF THE SYSTEM

机译:基于麦克风阵列的语音识别系统及系统的目标语音提取方法

摘要

A microphone array-based voice recognition system and a target voice extracting method in the system are provided to automatically find out one target voice uttered for voice recognition by using an HMM(Hidden Markov Model) and a GMM(Gaussian Mixture Model), thereby obtaining a higher recognition rate even in case of noise existence. A signal separator(110) separates mixed signals individually inputted through plural microphones into sound source signals through independent component analysis. A target voice extractor(120) extracts one target voice uttered for voice recognition among the separated sound source signals. A voice recognizer(130) recognizes a desired voice through the extracted target voice. An additional information unit transmits additional information used for the extraction of the target voice to the target voice extractor.
机译:提供了一种基于麦克风阵列的语音识别系统和该系统中的目标语音提取方法,以通过使用HMM(隐马尔可夫模型)和GMM(高斯混合模型)自动找出为语音识别而发出的一个目标语音,从而获得即使在存在噪音的情况下,识别率也更高。信号分离器(110)通过独立的分量分析将通过多个麦克风单独输入的混合信号分离为声源信号。目标语音提取器(120)在分离的声源信号中提取为语音识别而发出的一个目标语音。语音识别器(130)通过提取的目标语音识别期望的语音。附加信息单元将用于提取目标语音的附加信息发送到目标语音提取器。

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