Speech enhancement for a car environment support by a First-Order Differential microphone

EUSIPCO(2004)

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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.
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关键词
array signal processing,automobiles,microphone arrays,reverberation,speech enhancement,speech recognition,automobile environment,car environment,first order differential null beamformer,robust microphone array processing technique,spectral subtraction technique,ubiquitous problem,voice-control device,word error rates
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