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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국정보처리학회 JIPS(Journal of Information Processing Systems) JIPS(Journal of Information Processing Systems) 제14권 제1호
- 발행연도
- 2018.1
- 수록면
- 218 - 227 (10page)
이용수
초록· 키워드
오류제보하기
Vocal effort detection is important for both robust speech recognition and speaker recognition. In this paper,the spectral information entropy feature which contains more salient information regarding the vocal effortlevel is firstly proposed. Then, the model fusion method based on complementary model is presented torecognize vocal effort level. Experiments are conducted on isolated words test set, and the results show thespectral information entropy has the best performance among the three kinds of features. Meanwhile, therecognition accuracy of all vocal effort levels reaches 81.6%. Thus, potential of the proposed method isdemonstrated.
목차
등록된 정보가 없습니다.
참고문헌 (16)
참고문헌 신청
H. Traunmuller / 2000 / Acoustic effects of variation in vocal effort by men, women, and children / The Journal of the Acoustical Society of America 107(6):3438~3451
P. Zelinka / 2010 / Automatic vocal effort detection for reliable speech recognition / Proceedings of IEEE International Workshop on Machine Learning for Signal Processing :349~354
P. Zelinka / 2012 / Impact of vocal effort variability on automatic speech recognition / Speech Communication 54(6):732~742
E. Shriberg / 2008 / Effects of vocal effort and speaking style on text-independent speaker verification / Proceedings of 9th Annual Conference of the International Speech Communication Association :609~612
T. Raitio / 2013 / Analysis and synthesis of shouted speech / Proceedings of 14th Annual Conference of the International Speech Communication Association :1544~1548
P. Zelinka / 2010 / Automatic vocal effort detection for reliable speech recognition / Proceedings of IEEE International Workshop on Machine Learning for Signal Processing :349~354
P. Zelinka / 2012 / Impact of vocal effort variability on automatic speech recognition / Speech Communication 54(6):732~742
E. Shriberg / 2008 / Effects of vocal effort and speaking style on text-independent speaker verification / Proceedings of 9th Annual Conference of the International Speech Communication Association :609~612
T. Raitio / 2013 / Analysis and synthesis of shouted speech / Proceedings of 14th Annual Conference of the International Speech Communication Association :1544~1548
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