DocumentCode :
2693179
Title :
Speech enhancement for telephony name speech recognition
Author :
You, Chang Huai ; Rahardja, Susanto ; Li, Haizhou
Author_Institution :
Inst. for Infocomm Res., Singapore
fYear :
2008
fDate :
June 23 2008-April 26 2008
Firstpage :
973
Lastpage :
976
Abstract :
In this paper, we investigate the contribution of the speech enhancement to telephony name speech recognition system that has been of the feature enhancement in noisy environment. Since the masking based subband Kalman filtering (MSKF) method has been shown to have good performance over many existing speech enhancement methods for human listening, we especially examine the MSKF speech enhancement method for the speech recognition system. We evaluate the performance of the speech enhancement methods based on the recorded telephony name speech database. Experimental results show that the recognition error rate of the speech recognition system can be reduced much by using MSKF.
Keywords :
Kalman filters; speech enhancement; speech intelligibility; speech recognition; telephony; masking based subband Kalman filtering method; recognition error rate; recorded telephony name speech database; speech enhancement; telephony name speech recognition; Databases; Error analysis; Filtering; Humans; Kalman filters; Speech analysis; Speech enhancement; Speech recognition; Telephony; Working environment noise; Feature enhancement; Kalman Filtering; Speech Enhancement; Speech Recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Expo, 2008 IEEE International Conference on
Conference_Location :
Hannover
Print_ISBN :
978-1-4244-2570-9
Electronic_ISBN :
978-1-4244-2571-6
Type :
conf
DOI :
10.1109/ICME.2008.4607599
Filename :
4607599
Link To Document :
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