DocumentCode :
2425039
Title :
Research on the application of biomimetic computing in speech recognition
Author :
Guo, Chunyi ; Li, Runzhi ; Shi, Lei
Author_Institution :
Sch. of Inf. Eng., Zhengzhou Univ., Zhengzhou
fYear :
2008
fDate :
7-9 July 2008
Firstpage :
45
Lastpage :
49
Abstract :
Since speech is one of the most direct and effective means of human communication, itpsilas natural to apply biomimetic processing mechanism to automatic speech recognition to solve the existing speech recognition problems. In this paper, three typical techniques were selected respectively: simulated evolutionary computation (SEC), artificial neural network (ANN) and fuzzy logic and reasoning technique, from intelligence building processing simulation, intelligence structure simulation and intelligence behavior simulation, to identify their applications in different stages of speech recognition. A SEC usage and the corresponding algorithm were presented to generate training speech data, and a method of Elman network as acoustic model was also presented.
Keywords :
biomimetics; evolutionary computation; fuzzy logic; fuzzy reasoning; learning (artificial intelligence); speech recognition; Elman network; acoustic model; artificial neural network; automatic speech recognition; biomimetic computing; biomimetic processing mechanism; fuzzy logic; fuzzy reasoning technique; human communication; intelligence building processing simulation; simulated evolutionary computation; Artificial intelligence; Artificial neural networks; Biomimetics; Computational modeling; Computer applications; Humans; Intelligent networks; Intelligent structures; Speech processing; Speech recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Audio, Language and Image Processing, 2008. ICALIP 2008. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1723-0
Electronic_ISBN :
978-1-4244-1724-7
Type :
conf
DOI :
10.1109/ICALIP.2008.4590125
Filename :
4590125
Link To Document :
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