Title :
A HMM/SVM hybrid method for speaker verification
Author :
Rastoceanu Florin;Diana Militaru
Author_Institution :
Ministry of National Defense, Military Equipment and Technologies Research Agency, Bucharest, Romania
Abstract :
In this paper, we describe an application of speaker verification using Romanian vowels as speaker´s models in case of a small Romanian language database. Vowels models are obtained with continuous HMMs using re-training of the vowels models for every speaker. Afterwards the models are classified with the powerful technique named SVM.
Keywords :
"Hidden Markov models","Support vector machines","Speech processing","Natural languages","Support vector machine classification","Military equipment","Databases","Joining processes","Context modeling","Authentication"
Conference_Titel :
Communications (COMM), 2010 8th International Conference on
Print_ISBN :
978-1-4244-6360-2
DOI :
10.1109/ICCOMM.2010.5509031
