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Enhanced voice user interface employing spatial filtration of signals from acoustic vector sensor

机译:增强的语音用户界面,对来自声矢量传感器的信号进行空间滤波

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Spatial filtration of sound is introduced to enhance speech recognition accuracy in noisy conditions. An acoustic vector sensor (AVS) is employed. The signals from the AVS probe are processed in order to attenuate the surrounding noise. As a result the signal to noise ratio is increased. An experiment is featured in which speech signals are disturbed by babble noise. The signals before and after spatial filtration are processed by an automatic speech recognition (ASR) engine. It is shown that employing spatial filtration of signals from the AVS probe leads to a significant reduction in word error rate (WER) for a dictionary of 184 words.
机译:引入了声音的空间过滤,以增强嘈杂条件下的语音识别准确性。采用了声矢量传感器(AVS)。处理来自AVS探头的信号,以衰减周围的噪声。结果,提高了信噪比。实验的特色是语音信号被ba啪声干扰。自动语音识别(ASR)引擎处理空间滤波前后的信号。结果表明,对来自184个单词的词典,对来自AVS探针的信号进行空间滤波会导致单词错误率(WER)大大降低。

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