首页> 外文会议>European Signal Processing Conference(EUSIPCO 2004) vol.3; 20040906-10; Vienna(AT) >SPEECH ENHANCEMENT FOR A CAR ENVIRONMENT SUPPORT BY A FIRST-ORDER DIFFERENTIAL MICROPHONE
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SPEECH ENHANCEMENT FOR A CAR ENVIRONMENT SUPPORT BY A FIRST-ORDER DIFFERENTIAL MICROPHONE

机译:一阶微分麦克风对汽车环境的语音增强

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摘要

Speech recognition is one of the key technologies to produce voice-control devices. However, the presence of different sources of degradation is an ubiquitous problem. This paper presents a robust microphone array processing technique to enhance speech under the influence of noise and reverberation in an automobile environment. The proposed structure combines a simple two-microphone First Order Differential Null Beamformer with Spectral Subtraction techniques. The paper also includes an evaluation of the performance of the algorithm in a real car environment. The results show a noticeable reduction in word error rates when the enhancement front-end is applied to a standard speech recognizer.
机译:语音识别是生产语音控制设备的关键技术之一。但是,存在不同的降解源是一个普遍存在的问题。本文提出了一种鲁棒的麦克风阵列处理技术,可在汽车环境中的噪声和混响影响下增强语音。拟议的结构结合了简单的两麦克风一阶差分零波束成形器和频谱减法技术。本文还包括在真实汽车环境中对该算法性能的评估。结果表明,当将增强前端应用于标准语音识别器时,单词错误率会显着降低。

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