DocumentCode
2980202
Title
The study of the speaker testing system based on the object-oriented method
Author
Gong, Wenchao ; Wu, Meng-meng ; Zhou, Zhiyong ; Chen, Xiabiao
Author_Institution
Naval Submarine Acad., Qingdao, China
fYear
2012
fDate
22-24 June 2012
Firstpage
192
Lastpage
195
Abstract
Speaker Recognition is an important branch of speech signal. In the paper, aiming at the limitations of the research of the current speaker recognition, a speaker recognition software-development platform was constructed by means of the object-oriented method. On the base, the Speaker-recognition experiment was carried out using the testing system, at the same time , the differences between linear predictive cepstral parameters and beauty Seoul cepstral parameters, the HMM model and the GMM model were analyzed and compared based on the experimental results, and a certain reference and reference value will be provided when speaker recognition become practical.
Keywords
Gaussian processes; hidden Markov models; object-oriented methods; software engineering; speaker recognition; GMM model; HMM model; beauty Seoul cepstral parameters; linear predictive cepstral parameters; object-oriented method; speaker recognition software-development platform; speaker testing system; speech signal; Feature extraction; Mel frequency cepstral coefficient; LPCC; MFCC; Object-Oriented; Speaker Recognition;
fLanguage
English
Publisher
ieee
Conference_Titel
Software Engineering and Service Science (ICSESS), 2012 IEEE 3rd International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4673-2007-8
Type
conf
DOI
10.1109/ICSESS.2012.6269438
Filename
6269438
Link To Document