DocumentCode
387867
Title
Estimation of articulatory parameters by table look-up method and its application for speaker independent phoneme recognition
Author
Shirai, K. ; Kobayashi, T. ; Yazawa, J.
Author_Institution
Waseda University, Tokyo, Japan
Volume
11
fYear
1986
fDate
31503
Firstpage
2247
Lastpage
2250
Abstract
Estimation of articulatory parameters by table look-up method and the phoneme recognition of unspecified speakers are described. Speech recognition using features in articulatory level is effective respecting adaptability to unspecified speakers and simplicity to compensate co-articulation. However, estimation of the parameter requires a lot of time. In the method, first the articulatory domain is quantized into finite centroids obtained by clustering technique and table search is carried out. It enabled shortening of estimation time but still maintain the same degree of preciseness obtained in the earlier method. Further, a recognition method considering compensation of co-articulation is examined. Phoneme recognition rate of 50 city names uttered by 8 speakers, 4 males and 4 females was 90.8%.
Keywords
Acoustic distortion; Cities and towns; Clustering methods; Frequency; Humans; Parameter estimation; Search methods; Speech recognition; Speech synthesis; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '86.
Type
conf
DOI
10.1109/ICASSP.1986.1168554
Filename
1168554
Link To Document