Text independent speaker identification using gaussian mixture model

• Main Authors: Ting, Chee Ming, Shaikh Salleh, Sheikh Hussain, Tan, Tian Swee, Ariff, Ahmad Kamarul
• Format: Conference or Workshop Item
• Language: English
• Published: 2007
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/7637/1/Sheikh_Hussain_Shaikh_2007_Text_Independent_Speaker_Identification_Using.pdf; http://eprints.utm.my/id/eprint/7637/; http://dx.doi.org/10.1109/ICIAS.2007.4658373

This paper describes text-independent (TI) Speaker Identification (ID) using Gaussian mixture models (GMM). The use of GMM approach is motivated by that the individual Gaussian components of a GMM are shown to represent some general speaker-dependent spectral shapes that are effective for speaker id...