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
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;
Conference_Titel :
Signal Processing Proceedings, 1998. ICSP '98. 1998 Fourth International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-4325-5
DOI :
10.1109/ICOSP.1998.770319