Title :
Parallel parsing of spoken language
Author :
Helzerman, Randall A. ; Harper, Mary P. ; Zoltowski, Carla B.
Author_Institution :
Sch. of Electr. Eng., Purdue Univ., West Lafayette, IN, USA
Abstract :
The authors extended H. Maruyama´s (1990) constraint dependency grammar (CDG) to process a lattice of sentence hypotheses instead of separate test strings. A postprocessor to a speech recognizer producing N-best hypotheses generates the word lattice representation, which is then augmented with information required for parsing. The authors summarize the CDG parsing algorithm and describe how the algorithm is extended to process the lattice on a single processor machine. They outline the CRCW P-RAM algorithm for parsing the word lattice, which requires O(n4) processors to parse in O(k+n) time
Keywords :
computational complexity; grammars; natural languages; speech recognition; CRCW P-RAM; constraint dependency grammar; parsing; speech recognizer; word lattice representation; Algorithm design and analysis; Information analysis; Lattices; Law; Legal factors; Marine animals; Natural languages; Speech processing; Testing; Time factors;
Conference_Titel :
Frontiers of Massively Parallel Computation, 1992., Fourth Symposium on the
Conference_Location :
McLean, VA
Print_ISBN :
0-8186-2772-7
DOI :
10.1109/FMPC.1992.234933