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