DocumentCode
1721920
Title
Microphone Array Front-End Interface for Home Automation
Author
Coelho, Gustavo Esteves ; Serralheiro, Antonio Joaquim ; Netti, J.P.
Author_Institution
L2F - Spoken Language Syst. Lab., INESC-ID, Lisbon
fYear
2008
Firstpage
184
Lastpage
187
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.
Keywords
array signal processing; correlation methods; direction-of-arrival estimation; home automation; microphone arrays; speech enhancement; delay-and-sum beamforming algorithm; direction of arrival estimation; generalized cross correlation; home automation; microphone array front-end interface; multichannel audio acquisition; phase transform algorithm; speech acquisition; speech enhancement; spoken dialog system; Array signal processing; Automatic control; Control systems; Delay; Direction of arrival estimation; Home automation; Lighting control; Microphone arrays; Speech enhancement; TV; Home automation; beamforming; microphone arrays; source localization; speech recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Hands-Free Speech Communication and Microphone Arrays, 2008. HSCMA 2008
Conference_Location
Trento
Print_ISBN
978-1-4244-2337-8
Electronic_ISBN
978-1-4244-2338-5
Type
conf
DOI
10.1109/HSCMA.2008.4538717
Filename
4538717
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