- 화자확인에서 일정한 결과를 얻기 위한 빠른 순시 확률비 테스트 방법
- ㆍ 저자명
- 김은영,서창우,전성채,Kim. Eun-Young,Seo. Chang-Woo,Jeon. Sung-Chae
- ㆍ 간행물명
- 말소리와 음성과학
- ㆍ 권/호정보
- 2010년|2권 2호|pp.63-68 (6 pages)
- ㆍ 발행정보
- 한국음성학회
- ㆍ 파일정보
- 정기간행물| PDF텍스트
- ㆍ 주제분야
- 기타
A new version of sequential probability ratio test (SPRT) which has been investigated in utterance-length control is proposed to obtain uniform response results in speaker verification (SV). Although SPRTs can obtain fast responses in SV tests, differences in the performance may occur depending on the compositions of consonants and vowels in the sentences used. In this paper, a fast sequential probability ratio test (FSPRT) method that shows consistent performances at all times regardless of the compositions of vocalized sentences for SV will be proposed. In generating frames, the FSPRT will first conduct SV test processes with only generated frames without any overlapping and if the results do not satisfy discrimination criteria, the FSPRT will sequentially use frames applied with overlapping. With the progress of processes as such, the test will not be affected by the compositions of sentences for SV and thus fast response outcomes and even consistent performances can be obtained. Experimental results show that the FSPRT has better performance to the SPRT method while requiring less complexity with equal error rates (EER).