Title :
Automatic speech translation based on the semantic structure
Author :
Müller, Johannes ; Stahl, Holger ; Lang, Manfred
Author_Institution :
Inst. for Human-Machine-Commun., Munchen Univ. of Technol., Germany
Abstract :
Describes a system for the semantic-based translation of spoken or written limited-domain utterances. The semantic structure, as the output of a semantic decoder, serves as the interlingua level. A word-chain generator combined with a linguistic post-processor produces the corresponding word chain in the target language. Both the semantic decoder and the word chain generator work with pure stochastic and trainable knowledge bases. The grammatical features of certain words can be easily extracted with the aid of both the word chain and the semantic structure
Keywords :
decoding; language translation; linguistics; natural languages; speech recognition; automatic speech translation; grammatical feature extraction; inflectional model; interlingua level; language production; limited-domain utterances; linguistic post-processor; semantic decoder; semantic model; semantic structure; speech understanding; spoken utterances; stochastic knowledge bases; syntactic model; trainable knowledge bases; word-chain generator; written utterances; Decoding; Graphics; Logic; Natural languages; Speech synthesis; Stochastic processes; Tin;
Conference_Titel :
Spoken Language, 1996. ICSLP 96. Proceedings., Fourth International Conference on
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-7803-3555-4
DOI :
10.1109/ICSLP.1996.607447