DocumentCode :
2083006
Title :
Improve detection performance of speech recognizer in an automotive environment
Author :
Sapru, Ashtosh ; Lakkundi, Ravi ; Ahmed, Nisar
Author_Institution :
Audio & Speech Eng., Aricent Commun. Pvt Ltd., Bangalore
fYear :
2008
fDate :
26-29 Oct. 2008
Firstpage :
1250
Lastpage :
1254
Abstract :
In-car speech recognition is a challenging area of research. The area has been studied, and more of is concentrated on addressing the issues in acoustic echo cancellation (AEC). In application such as a voice controlled car audio system, voice commands by the driver are corrupted by audio out of loudspeaker. In this paper we propose and implement a robust, low complex voice controller for car audio system involving an efficient AEC and an effective detection module for a simple speech recognizer The proposed method has been implemented on OMAP 2420 TI-DSP C55x, with a performance of under 59 mega cycles for complete system and is tested in real time environment.
Keywords :
acoustic signal processing; audio systems; automotive engineering; echo suppression; speech recognition; OMAP 2420 TI-DSP C55x; acoustic echo cancellation; automotive environment; detection performance improvement; in-car speech recognition; voice controlled car audio system; voice controller; Acoustic signal detection; Audio systems; Automotive engineering; Control systems; Echo cancellers; Loudspeakers; Real time systems; Robust control; Speech recognition; System testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signals, Systems and Computers, 2008 42nd Asilomar Conference on
Conference_Location :
Pacific Grove, CA
ISSN :
1058-6393
Print_ISBN :
978-1-4244-2940-0
Electronic_ISBN :
1058-6393
Type :
conf
DOI :
10.1109/ACSSC.2008.5074617
Filename :
5074617
Link To Document :
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