Microphone Array Front-End Interface for Home Automation

G.E. Coelho, A. Serralheiro, J.P. Netti
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引用次数: 4

Abstract

In this paper we present a microphone array (MA) interface to a Spoken Dialog System. Our goal is to create a hands- free home automation system with a vocal interface to control home devices. The user establishes a dialog with a virtual butler that is able to control a plethora of home devices, such as ceiling lights, air-conditioner, windows shades, hi-fi and TV features. A MA is used for the speech acquisition front-end. The multi-channel audio acquisition is pre-processed in real-time, performing speech enhancement with Delay-and-Sum Beamforming algorithm. The Direction of Arrival is estimated with the Generalized Cross Correlation with Phase Transform algorithm, enabling us to track the user. The enhanced speech signal is then processed in order to recognize orally issued commands that will control the house appliances. This paper describes the complete system emphasizing the MA and its implications on command recognition performance.
用于家庭自动化的麦克风阵列前端接口
本文提出了一种用于语音对话系统的麦克风阵列接口。我们的目标是创造一个用语音接口来控制家庭设备的免提家庭自动化系统。用户与虚拟管家建立对话,虚拟管家能够控制大量的家庭设备,如吸顶灯、空调、窗帘、高保真音响和电视功能。语音采集前端使用MA。对多通道音频采集进行实时预处理,利用延时和波束形成算法进行语音增强。利用广义互相关与相位变换算法估计到达方向,使我们能够跟踪用户。然后对增强的语音信号进行处理,以识别将控制家用电器的口头发出的命令。本文描述了完整的系统,重点介绍了MA及其对命令识别性能的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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