Title :
A A* heuristic search strategy with two-level tree beam search
Author :
Xiaobin, Xu ; Biqin, Lin ; Qiuliang, Fu ; Fang, Chen ; Baozong, Yuan
Author_Institution :
Inst. of Inf. Sci., Northern Jiaotong Univ., Beijing, China
Abstract :
This paper presents an A* heuristic search strategy with two-level tree beam search for large vocabulary continuous speech recognition. The sets of all possible syllable sequences and the set of all possible word sequences are organized into a syllable-level tree and a word-level tree. All best backward paths ending at each node in the word-level tree are kept in order to explore multi-syllable words, and a backtracking search is conducted to do this
Keywords :
backtracking; speech recognition; tree searching; A* heuristic search strategy; backtracking search; backward paths; large vocabulary continuous speech recognition; multi-syllable words; syllable sequences; syllable-level tree; two-level tree beam search; word sequences; word-level tree; Acoustic beams; Heuristic algorithms; Information science; Iterative decoding; Natural languages; Speech recognition; Terminology; Vocabulary;
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.1998.770284