Title :
Digit recognition using energy envelope and zerocrossing rate
Author :
Santhoshkumar, U. ; Anto, Babu P. ; Sridhar, Chetlur S.
Author_Institution :
Dept. of Electron., Cochin Univ. of Sci. & Technol., India
Abstract :
A speaker independent isolated digit recognition algorithm is described. Decision making using a tree structure has been adopted in this method. Two simple features, energy envelope and zerocrossing rate, have been used for the classification. An 80% recognition accuracy with trained speakers has been achieved with this algorithm. This method implemented on a 386 super PC/AT could respond within 20 sec
Keywords :
speech recognition; 386 super PC/AT; classification; decision making; energy envelope; isolated digit recognition algorithm; recognition accuracy; speaker independent recognition; tree structure; zerocrossing rate; Classification tree analysis; Frequency; Isolation technology; Microprocessors; Sampling methods; Signal processing algorithms; Speech analysis; Speech recognition; Tin; Tree data structures;
Conference_Titel :
TENCON '89. Fourth IEEE Region 10 International Conference
Conference_Location :
Bombay
DOI :
10.1109/TENCON.1989.176939
