- 켑스트럼 기반의 후두암 감별을 위한 채널보상
- ㆍ 저자명
- 김영국,김수미,김형순,왕수건,조철우,양병곤,Kim. Young Kuk,Kim. Su Mi,Kim. Hyung Soon,Wang. Soo-Geun,Jo. Cheol-Woo,Yang. Byung-Gon
- ㆍ 간행물명
- 말소리
- ㆍ 권/호정보
- 2004년|50권 1호|pp.111-122 (12 pages)
- ㆍ 발행정보
- 대한음성학회
- ㆍ 파일정보
- 정기간행물| PDF텍스트
- ㆍ 주제분야
- 기타
Automatic detection of laryngeal diseases by voice is attractive because of its non-intrusive nature. Cepstrum based approach to detect laryngeal cancer shows reliable performance even when the periodicity of voice signals is severely lost, but it has a drawback that it is not robust to channel mismatch due to different microphone characteristics. In this paper, to deal with mismatched training and test microphone conditions, we investigate channel compensation techniques such as Cepstral Mean Subtraction (CMS) and Pole Filtered CMS (PFCMS). According to our experiments, PFCMS yields better performance than CMS. By using PFCMS, we obtained 12% and 40% error reduction over baseline and CMS, respectively.