DocumentCode
2997708
Title
Selection of optimal features for phoneme recognition in different phonetic environments
Author
Cohen, Asaf ; Tamir, Dan E.
Author_Institution
Dept. of Electr. Eng., Ben-Gurion Univ., Beer-Sheva
fYear
1988
fDate
11-14 Apr 1988
Firstpage
287
Abstract
The authors introduce a modified approach to phoneme recognition. The new method is based on the assumption that efficient features for phoneme identification in connected speech, depend on the examined phoneme and on the surrounding phonemes. Hence in a given phonetic environment, each phoneme si best separated from other phonemes by means of an `individual´ feature set. This leads to a quadratic discriminant. Using the new approach an improvement of 8% in consonant recognition was demonstrated. A labeling algorithm for connected speech recognition is proposed. It employs accumulated information concerning the phonetic environment prior to consonant labeling
Keywords
speech recognition; connected speech recognition; consonant recognition; labeling algorithm; phoneme recognition; phonetic environment; quadratic discriminant; Automatic speech recognition; Decoding; Expert systems; Labeling; Natural languages; Robots; Signal processing; Software algorithms; Speech recognition; Statistics;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1988. ICASSP-88., 1988 International Conference on
Conference_Location
New York, NY
ISSN
1520-6149
Type
conf
DOI
10.1109/ICASSP.1988.196572
Filename
196572
Link To Document