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Two-source acoustic event detection and localization: Online implementation in a Smart-room

机译:两源声音事件检测和本地化:在智能室中在线实施

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Real-time processing is a requirement for many practical signal processing applications. In this work we implemented online 2-source acoustic event detection and localization algorithms in a Smart-room, a closed space equipped with multiple microphones. Acoustic event detection is based on HMMs that enable to process the input audio signal with very low latency; acoustic source localization is based on the SRP-PHAT localization method which is known to perform robustly in most scenarios. The experimental results from online tests show high recognition accuracy for most of acoustic events both isolated and overlapped with speech.
机译:实时处理是许多实际信号处理应用程序的要求。在这项工作中,我们在智能室(一个配有多个麦克风的封闭空间)中实现了在线两源声事件检测和定位算法。声音事件检测基于HMM,这些HMM能够以非常低的延迟处理输入音频信号。声源定位基于SRP-PHAT定位方法,该方法在大多数情况下均表现出色。在线测试的实验结果表明,对于大多数孤立和与语音重叠的声音事件,其识别率都很高。

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