DocumentCode :
2488769
Title :
Study on Speech Recognition of Greeting Based on Biomimetic Pattern Recognition
Author :
Ye, Hong ; Zhang, Youzheng ; Shen, Jianwei
Author_Institution :
Dept. of Inf. & Electr. Eng., Zhejiang Univ. of Technol., Quzhou, China
fYear :
2010
fDate :
22-23 May 2010
Firstpage :
1
Lastpage :
4
Abstract :
This paper presents a research method to directly recognize greeting voice without segmentation to avoid error recognition because of error segmentation. The basic principle of biomimetic pattern recognition is applied to speaker-independent and continuous speech recognition of greeting. The high-dimension space covering theory is applied to the learning process of speaker-independent and continuous speech recognition of greeting during the construction of voice pattern. And the dynamic search method of high-dimensional space covering is implemented on the dynamic search of continuous speech of greeting to recognize it. Some satisfactory recognition results are obtained by experiment.
Keywords :
biology computing; biomimetics; error analysis; learning (artificial intelligence); pattern recognition; speech recognition; biomimetic pattern recognition; continuous speech dynamic search; error recognition; error segmentation; high-dimensional space covering theory; learning process; satisfactory recognition; speech recognition; voice pattern; Artificial neural networks; Biomimetics; Hidden Markov models; Mathematics; Neurons; Pattern recognition; Physics; Shape; Speech recognition; Switchgear;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems and Applications (ISA), 2010 2nd International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5872-1
Electronic_ISBN :
978-1-4244-5874-5
Type :
conf
DOI :
10.1109/IWISA.2010.5473780
Filename :
5473780
Link To Document :
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