Speaker verification using Gaussian mixture model (GMM)

• Main Authors: Shaikh Salleh, Sheikh Hussain, Ting, C. M., Ariff, A. K., Kamarulafizam, I., Suraya, R. A., Hussain, H.
• Format: Book Section
• Published: Springer 2011
• Subjects: T Technology (General)
• Online Access: http://eprints.utm.my/id/eprint/30075/; http://dx.doi.org/10.1007/978-3-642-21729-6_140
• Institution: Universiti Teknologi Malaysia

This paper applies GMM for SV on Malay speech. The speaker models were trained on maximum likelihood estimated. The system was evaluated with 23 client speakers with 56 imposters. Malay clean speech data was used. 20 training of 3.5s utterances are used. The best performance achieved using 256-Gauss...