Implementation and analysis of GMM-based speaker identification on FPGA

• Main Author: Phaklen, Ehkan
• Format: Thesis
• Language: English
• Published: Universiti Malaysia Perlis (UniMAP) 2014
• Subjects: Field Programmable Gate Array (FPGA); Gaussian Mixture Model (GMM); Personal identification systems; Biometric-based speaker identification; Speech signals
• Online Access: http://dspace.unimap.edu.my:80/dspace/handle/123456789/32469
• Institution: Universiti Malaysia Perlis

The use of highly accurate identification systems is required in today’s society. Existing systems such as pin numbers and passwords can be forgotten or forged easily and they are no longer considered to offer a high level of security. The use of biological features (biometrics) is becoming widely a...