DocumentCode
339175
Title
On-line speaker adaptive learning with regressive prediction based on perceptual theory of Chinese speech sounds
Author
Guoqiang, Li ; Limin, Du ; Ziqiang, Hou
Author_Institution
Inst. of Acoust., Acad. Sinica, Beijing, China
fYear
1998
fDate
1998
Firstpage
745
Abstract
We integrate regressive predication techniques into on-line speaker adaptive learning. Based on the perceptual theory of Chinese speech sounds, we build a criterion for avoiding collection to speed up the adaptation process. Moreover, the use of multinomial regression improves the predictive precision further
Keywords
adaptive systems; prediction theory; speaker recognition; statistical analysis; Chinese speech sounds; multinomial regression; on-line speaker adaptive learning; perceptual theory; predictive precision; recognition; regressive prediction; Acoustics; Content addressable storage; Equations; Hidden Markov models; Loudspeakers; Performance evaluation; Speech processing; Speech recognition; System testing; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Proceedings, 1998. ICSP '98. 1998 Fourth International Conference on
Conference_Location
Beijing
Print_ISBN
0-7803-4325-5
Type
conf
DOI
10.1109/ICOSP.1998.770319
Filename
770319
Link To Document