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
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;
Conference_Titel :
Software Engineering and Service Science (ICSESS), 2012 IEEE 3rd International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-2007-8
DOI :
10.1109/ICSESS.2012.6269438