DSP보드를 이용한 전화음성용 실시간 화자인증 시스템의 구현에 관한 연구 = An Implementation of Real-Time Speaker Verification System on Telephone Voices Using DSP Board

다국어 초록 (Multilingual Abstract)

This paper is aiming at implementation of real-time speaker verification system using DSP board. Dialog/4, which is based on microprocessor and DSP processor, is selected to easily control telephone signals and to process audio/voice signals. Speaker verification system performs signal processing and feature extraction after receiving voice and its ID. Then through computing the likelihood ratio of claimed speaker model to the background model, it makes real-time decision on acceptance or rejection. For the verification experiments, total 15 speaker models and 6 background models are adopted. The experimental results show that verification accuracy rates are 99.5% for using telephone speech-based speaker models.

참고문헌 (Reference)

1 D. A. Reynolds, "Speaker identification and verification using gaussian mixture speaker models" 17 : 91-108, 1995

2 D. A. Reynolds, "Robust text-independent speaker identification using gaussian mixture speaker models" 3 (3): 72-83, 1995

3 D. A. Reynolds, ",“A gaussian mixture modeling approach to text-independent speaker identification”,박사학위논문" Georgia Institute of Technology. 1992