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Beamforming Using Uniform Circular Arrays for Distant Speech Recognition in Reverberant Environments and Double-Talk Scenarios

机译:使用均匀圆形阵列的波束成形在混响环境中的遥远语音识别和双谈方式

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Beamforming is crucial for hands-free mobile terminals and voice-enabled automated home environments based on distant-speech interaction to mitigate causes of system degradation, e.g., interfering noise sources or competing speakers. This paper presents an adaptation of the most common state-of-the-art broadband beamformers to uniform circular arrays, such that competing speakers are attenuated sufficiently for distant speech recognition. As a result, a new beamformer is presented. Finally, the speech quality of the beamformers' enhanced signals is evaluated with different objective speech quality measures and a word recognizer as a measure for the attenuation of competing speakers.
机译:波束成形对于无人驾驶终端和基于远程语音交互的无人驾驶终端和语音的自动化家庭环境至关重要,以减轻系统降级的原因,例如干扰噪声源或竞争扬声器。本文介绍了对均匀圆形阵列最常见的最先进的宽带波束形成器的改编,使得竞争扬声器对远处语音识别充分衰减。结果,提出了一种新的波束形成器。最后,利用不同的客观语音质量措施和单词识别器评估了波束形成器增强信号的语音质量,作为竞争扬声器衰减的措施。

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