{"title":"Improve detection performance of speech recognizer in an automotive environment","authors":"A. Sapru, R. Lakkundi, Nisar Ahmed","doi":"10.1109/ACSSC.2008.5074617","DOIUrl":null,"url":null,"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.","PeriodicalId":416114,"journal":{"name":"2008 42nd Asilomar Conference on Signals, Systems and Computers","volume":"75 4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 42nd Asilomar Conference on Signals, Systems and Computers","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ACSSC.2008.5074617","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
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.