DocumentCode
2870713
Title
Research on improved algorithm of DTW in speech recognition
Author
Lin, Yan-Sheng ; Ji, Chang-peng
Author_Institution
Inst. of Grad., Liaoning Tech. Univ., Huludao, China
Volume
9
fYear
2010
fDate
22-24 Oct. 2010
Abstract
The realization of the Dynamic Time Warping is simple and effectively, it obtained the widespread application in the isolate-word speech recognition system. But the traditional DTW algorithm depends much on the accuracy of endpoint detection. In order to reduce the influence and some improved algorithms are put forward, such as the improved endpoint detection, the slacked of start-point and end-point and so on. The rationalization of the proposed algorithms is validated through simulation.
Keywords
speech recognition; DTW; dynamic time warping; endpoint detection; improved algorithm; isolate word speech recognition system; Feature extraction; Modeling; Presses; Signal processing algorithms; Speech; Speech recognition; Testing; DTW; endpoint detection; match; short-time energy; short-time zero crossing rate;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location
Taiyuan
Print_ISBN
978-1-4244-7235-2
Electronic_ISBN
978-1-4244-7237-6
Type
conf
DOI
10.1109/ICCASM.2010.5623002
Filename
5623002
Link To Document